{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "### Volume and OHLC on _Same_ Panel:\n",
    "\n",
    "## Stack Overflow [72341261](https://stackoverflow.com/questions/72341261/ohlc-and-volume-data-on-the-same-panel-using-mplfinance)\n",
    "\n",
    "(this notebook derived from examples/panels.ipynb)\n",
    "\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# This allows multiple outputs from a single jupyter notebook cell:\n",
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "InteractiveShell.ast_node_interactivity = \"all\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(252, 9)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Adj Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>UpperB</th>\n",
       "      <th>LowerB</th>\n",
       "      <th>PercentB</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2011-07-01</th>\n",
       "      <td>132.089996</td>\n",
       "      <td>134.100006</td>\n",
       "      <td>131.779999</td>\n",
       "      <td>133.919998</td>\n",
       "      <td>117.161659</td>\n",
       "      <td>202385700</td>\n",
       "      <td>132.373927</td>\n",
       "      <td>125.316073</td>\n",
       "      <td>1.219057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-07-05</th>\n",
       "      <td>133.779999</td>\n",
       "      <td>134.080002</td>\n",
       "      <td>133.389999</td>\n",
       "      <td>133.809998</td>\n",
       "      <td>117.065437</td>\n",
       "      <td>165936000</td>\n",
       "      <td>133.254297</td>\n",
       "      <td>124.912703</td>\n",
       "      <td>1.066618</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011-07-06</th>\n",
       "      <td>133.490005</td>\n",
       "      <td>134.139999</td>\n",
       "      <td>133.110001</td>\n",
       "      <td>133.970001</td>\n",
       "      <td>117.205429</td>\n",
       "      <td>143331600</td>\n",
       "      <td>134.040915</td>\n",
       "      <td>124.627085</td>\n",
       "      <td>0.992467</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  Open        High         Low       Close   Adj Close  \\\n",
       "Date                                                                     \n",
       "2011-07-01  132.089996  134.100006  131.779999  133.919998  117.161659   \n",
       "2011-07-05  133.779999  134.080002  133.389999  133.809998  117.065437   \n",
       "2011-07-06  133.490005  134.139999  133.110001  133.970001  117.205429   \n",
       "\n",
       "               Volume      UpperB      LowerB  PercentB  \n",
       "Date                                                     \n",
       "2011-07-01  202385700  132.373927  125.316073  1.219057  \n",
       "2011-07-05  165936000  133.254297  124.912703  1.066618  \n",
       "2011-07-06  143331600  134.040915  124.627085  0.992467  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Adj Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>UpperB</th>\n",
       "      <th>LowerB</th>\n",
       "      <th>PercentB</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2012-06-27</th>\n",
       "      <td>132.419998</td>\n",
       "      <td>133.429993</td>\n",
       "      <td>131.970001</td>\n",
       "      <td>133.169998</td>\n",
       "      <td>118.980804</td>\n",
       "      <td>108088000</td>\n",
       "      <td>136.447962</td>\n",
       "      <td>128.140042</td>\n",
       "      <td>0.605441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2012-06-28</th>\n",
       "      <td>132.289993</td>\n",
       "      <td>132.990005</td>\n",
       "      <td>131.279999</td>\n",
       "      <td>132.789993</td>\n",
       "      <td>118.641281</td>\n",
       "      <td>169242100</td>\n",
       "      <td>136.500761</td>\n",
       "      <td>128.219241</td>\n",
       "      <td>0.551922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2012-06-29</th>\n",
       "      <td>135.199997</td>\n",
       "      <td>136.270004</td>\n",
       "      <td>134.850006</td>\n",
       "      <td>136.100006</td>\n",
       "      <td>121.598610</td>\n",
       "      <td>212250900</td>\n",
       "      <td>136.721010</td>\n",
       "      <td>128.792993</td>\n",
       "      <td>0.921670</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  Open        High         Low       Close   Adj Close  \\\n",
       "Date                                                                     \n",
       "2012-06-27  132.419998  133.429993  131.970001  133.169998  118.980804   \n",
       "2012-06-28  132.289993  132.990005  131.279999  132.789993  118.641281   \n",
       "2012-06-29  135.199997  136.270004  134.850006  136.100006  121.598610   \n",
       "\n",
       "               Volume      UpperB      LowerB  PercentB  \n",
       "Date                                                     \n",
       "2012-06-27  108088000  136.447962  128.140042  0.605441  \n",
       "2012-06-28  169242100  136.500761  128.219241  0.551922  \n",
       "2012-06-29  212250900  136.721010  128.792993  0.921670  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idf = pd.read_csv('data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)\n",
    "idf.shape\n",
    "idf.head(3)\n",
    "idf.tail(3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "#### Let's grab 5 months of data from the input data frame:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = idf.loc['2011-07-01':'2011-12-30',:]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "#### We can, of course, plot a basic ohlc or candlestick plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.12.9b0'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x575 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import mplfinance as mpf\n",
    "mpf.__version__\n",
    "mpf.plot(df,volume=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "exp12 = df['Close'].ewm(span=12, adjust=False).mean()\n",
    "exp26 = df['Close'].ewm(span=26, adjust=False).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "macd = exp12 - exp26"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "signal    = macd.ewm(span=9, adjust=False).mean()\n",
    "histogram = macd - signal"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "### Now create our MACD plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1012x632.5 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apds = [mpf.make_addplot(exp12,color='lime'),\n",
    "        mpf.make_addplot(exp26,color='c'),\n",
    "        mpf.make_addplot(histogram,type='bar',width=0.7,panel=1,\n",
    "                         color='dimgray',alpha=1,secondary_y=False),\n",
    "        mpf.make_addplot(macd,panel=1,color='fuchsia',secondary_y=True),\n",
    "        mpf.make_addplot(signal,panel=1,color='b',secondary_y=True),\n",
    "       ]\n",
    "\n",
    "mpf.plot(df,type='candle',addplot=apds,figscale=1.1,figratio=(8,5),title='\\nMACD',\n",
    "         style='blueskies',volume=True,volume_panel=2,panel_ratios=(6,3,2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1012x632.5 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1012x632.5 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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4ML6+vsTExPDbb79x4sQJAA4cOEDv3r1ZtWoV7du3L/bxCCGEEKJqqhYJdnk0Hy9ugn1Bferzsf4xOZ/lsOn+TXymfsYyZRmz9dkMMYegFNFDuZarK0/VqsVTtWqxNyODRWfO8NWZM/yUlMRPSUmX3U4FvDUNb03DS9PwOf+797ZtnFRVjq9YQbyXV4Ft/DSN+omJ3NKqFe28vGjn6Umwm40PtA94S32LJOXf/YWYIfQ2+9HZ6ExnszNNzCZ444077qgXjZ9nYjJw2UDWDVxKVK3vGJjxEC3jnmTJmVRWnD3LirNneULTGBEUxL0hIbT9T0xCCOelaRq6rrN7925WrVrFtddeC8DevXtZsWJFgXWKMm/evPzfw8PD85PmhIQEfv75Z2655ZZLthk/fnyB5Lp///4sXLgQr/98xiQlJbFgwYLL7rt27drcc889REREoGkaNpuNyZMn5985T09P584772Tnzp24uLgUeRxCCCGEqNqqxS3D8kiwS6vB4QZstW1lnD6OBBIYYRnBUG0oJzlZrO2be3jwYr16HGjfnnVXXcWkOnV4omZNHgwJYURQEAMDAujr68vV3t409/DA32Ih0zA4nJXFprQ0Vqek8EOjRmxu0IBsTaPvkSM8XasWX0ZEsL99e+I7d+b2bdt4tX59bqzhwY+eHxDhEsEkbRKZZPKQ/hALbAs4mHuQ47bjLNGXMN4YTw+zB6GE4olngeQa8prMj/MYx1+2v2hmNuMnj7l81WAAn7XT+atVK0aFhmICH8TF0XnHDjpFRvJBbCzJhdytEkI4lwEDBuT//vbbbxf43Tw/a8LAgQOLLOOPP/4okChPmTKlQD/vi5PvCy40S78gJCSk0OQaICAggCeeeOLKB3OexWLhlVde4YYbbsh/7NChQ/zwww/FLkMIIYQQVVO1uINd2XjgwavGqwwzhjHaMpqf1Z9Zp6zjTuNOhphD6GZ2Q6PoQXMUReEaHx+u8fEp9n5zDINzuk763Xejmgp1U1NRTAP9zjsLrJdryeUd9R1eV18nXonHzXTjCf0JnjaeJoSQUh3zhYscG20bGa+O52PtY3paejLddzpve4/ltfr1+T4xkc9Pn2ZdSgpPHD7MhCNHGBEUxNO1a9NE5goXwim1bNmStLQ0Vq1axYoVK9i3bx+BgYF8+eWXADRp0oT+/fvz/fffX7aMzz77LP93b29vBgwYwIEDB3jxxRcBWLlyJTExMdSuXTt/vXXr1mEYRv7fw4YNKzS5Lov777+f5cuX5/+9du1abr31VrvuQwghhBDOpVrcwa6s2tKWP21/MkOfgYnJB9oH9LP0o56lHo+qj7JGWYON0t/FXbduXYG/rapKoIsLDc6mUC819ZJG6To6nyif8MG4DxinjSOZZB7RH2G/bT9vGG+UOrm+mAcevGe8x2LbYrzw4nnteW7SbiJFO80dwcGsaNmSfe3a8Vzt2gS6uDDv9Gmu2raN2/fvJ/L8VGZCCOfy5JNPAnmDKM6ZM4cPPviA7OxsAB5//PHLjhUBcO7cOb799tv8vwcOHIi7uzvDhw/Pf8wwDObPn19gu5iYmAJ/XzxCuL38d7T0kyeL1xJJCCGEEFWXJNglpA0fgXZDf3rv2YM2fESh6/w3sS2KBQtjjbHE2GKYvGMytxm3kUEGc7W5XG+5njqWOozWRhNNdIljLUkca5Q1dLR0ZIxlDBkeGYzSR7HPto9ZxixqUrPE+76SIeYQtti20NXoyip1Fe0t7VmmLAOgkbs70+rV42D79sxt3JhGbm4sSUyk044dDNq7l79SU+0ejxCi/Fx33XU0b94cgC+++IIPP/wQgMDAQO66664it/3666/JyMjI/3vEiLzP3fDw8AKDis2fPz+/yXlF+e/+irpQIIQQQojqQRLskkpJAUWlT3pm3u+FKElie4EHHti+trFAX8Ap2ym+tX3L7cbt5JLLp+qntLa05jn1Oc5xrljltVk/hZWhSdRZ9TRt1k+57HpRtTIYog3hesv17FZ2c7NxM5/9/RnvGO9QhzolPo6SqEtdVuoreUF/gSSSGGwZzFh1LFlkAXl33O8NCWFXu3Z8ERFBK09Plicn02vXLvru2sWas2fLNT4hhP1cuIudlZVFYmIiACNHjsT9Ct0/Lm4eHhwcTN++ffP/vvgu9uHDh/n999/z/65Vq1aBcg4cOFDq2C/n4MGDBf7+7z6FEEIIUf1Igl0JueHGAHMA8/R5nLSd5APbB/jhx0xtJi0sLZivzMfAKLKMxJx0YsJdURWFxJz0ggt9ffkp2ML4kfu56pON/KL+QmuzNSttK/lK/4oRnQu/M29v2vARuN4wkKn/t5F1E7tT16zLu9q7dLV0ZS97/11PUbi1Rg02t27Nj82a0cXbmw2pqVy/Zw/X7d4td7SFcAIjRowgJOTfbiZWq5UxY8YUuc2ePXvYtGlT/t+nT5/G3d0dq9WK1Wpl/PjxBda/OBnv3bt3gTvK33zzDenp//ksLKNPP/20wN+9e/e2a/lCCCGEcD6SYFdyrrjygPkAe2x7eFJ/kgQSeNDyIN217mxSNl2yvolJEknkeiWQHXiMzJAoMurs5k31TSaqE3lUfZTh36jcPnctbw07ToAlmI9sH/G37W96mj0r9uDOtwZAUem6yYUtti0MNYayS9lFF0sXPlY/xuTfJpiKonBDQADrrrqKFS1a0MXbm3UpKfTatYuBe/eyTfpoC1Fpubq6Mnr06Py/b7vtNkJDQ4vcprDRwYvyww8/kHK+ZVFISEh+c3KAuLg47r777kKT7KSkJObMmVPs/dhsNp5//nl+/fXX/McaN27M4MGDSxSvEEIIIaoeGUXcSfjhx+vG69xv3M94bTy/qb/RTe3GQGMgrrhyilPEKrGc4hRZShZ0L7j986wp8LfmqjFeH88zxjP4UPyRyMuTH358oX/BdcZ1PKk9ySPaI6xX1vOx/jFuuOWvpygKvfz8WOfry29nzzLl2DF+TU7m1+RkBgUE8ELt2lKxhaiEHn30UVq2bAlAx44di1w3JyeHL774Iv/v4OBgeva89CJgQkICa9euBSAzM5PFixczatQoAN544w02bdpEdHTeGBY///wzERERDBo0iLp165KRkcHOnTtZvXo1ISEhPP7444XGEhMTw+eff46fnx8xMTH8+uuvnDhxIn+5p6cnCxcuxGKRTx4hhBCiupOzASfTlKb8pP/EMmMZ47Xx/KT+lL/M0/SkDnWoadTkn7g4tGwPlFw3lFxX3ou4Hz/88McfP9OP6A3R3Nj9RgceSeEUFO4176WLrQu3W27nK/UrjpM333YQQQXXVRSu9/fn//z8+DEpianHj/NjUhI/JSUx0s2N2RU84JEQomi+vr4MGjSoWOv+/PPPJCQk5P/92GOP8cwzz1yyXkZGBnXr1iX1fFeRefPm5SfYQUFBrFq1ivvuuy8/CT99+jQff/xxieI+cuQIs2bNKnRZs2bNmD9/Pq1bty5RmUIIIYSomiTBdkIKCjeaN3Kt7Vq2K9vxM/2oSU288UY5P/lWnR1Po57vf2iYJsObDC9QRkR3+09ZY08RRLDOto47tDv4Vf2VHkoPfrD9QASXxq0oCoMDAxkQEMA3CQlMOHKEuVlZcPQobzdqhCYj+wrhdC5uHm6xWLjnnnsKXc/Dw4MRI0bw0UcfAbB161Z27txJq1atAKhZsya//fYba9euZdGiRfz999+cOnWK9PR0fHx8aNKkCddffz1Dhw4tMh5FUXB1dcXX15ewsDBatGjBkCFD6N+/P5qm2eeghRBCCOH0JMF2Yq64crV5taPDKDfeePOd/h1PmU/xkfYRPSw9WKIvobvZvdD1NUVheFAQHT08uG7nTubGx5Os63wWHo5VleEGhKgI9evXJycnp0Tb3H333dx9990FHvv555+Lvf0777zDO++8U+Q6vXv3LtEgZBcfg67rHDhwgIiICEmmhRBCCFEkyToqgeLMrV1dWbAwx5jD6/rrnOUs12vXs1BZWOQ29d3cmOftTSsPD75JSODmfftI1/UKilgIIYQQQghRXTlNgh3g4kmd6BxM0yTQ6unocEqsyCS6GHNrV2cKCk8aT/KV/hUWLNxvuZ/p6vQCI4z/V6CqsqJ5c7r5+LDy7Fmu37OHpNzcCoxaCCGEEEIIUd04TYK9rdtkesf4cLT3a0T2mOa4QHx9wTRY4+me93txSRJdZoPNwazWVxNihvCS9hIPaA+Qw+WbovpaLCxt3pwb/f3559w5+uzezcns7AqMWAghhBBCCFGdOE2CXVnoixehL1/G2hYt0BcvcnQ41U4HswN/2P6gmdmMhepCBmmDSCX1suu7axpfN23KnUFB7M3IoNeuXezLyKjAiIUQQgghhBDVhSTYFaW0d76BdevWlU9MTqoe9VhnW0cPower1dX0tvTmJCcvu76LqvJJeDhP1KzJsexsrtmxg8VnzlRgxEIIIYQQQojqwKkS7AvTrjijstz5rs4J9uWO3R9/lupLGWYMY5eyix6WHuxhz2XLURWF1+vX54NGjbCZJncfPMhjhw6RbRjlFLkQQgghhBCiunGqBLt169aODiFfr169LnmsPEYD//DYOna5JNFm/VQ+PLbOLmU6k6IuLrjiynx9PmP1sZxQTtDL0ovfld8vu76iKDwQGsr6Vq1o5ObGR3Fx9Ny5kyNZWeUQuRBCCCGEEKK6caoEuzIpLMEuj4HMRtfrxVW5AUT2mMroeoXss5pTUZlhzGC2PptUUrlRu5Gv1a+L3Katlxd/t27NoIAAtqWn0zkykp8TEysoYiGEEEIIIURVJQl2BSs0MRdlNsYYw1f6V6io3GO9h6V+S4tc39di4eumTXm9fn3SDINb9u/n2aNHsZmXn/pLCCGEEEIIIYoiCXYFkwS7/Aw2B/Ob/htW08obtd4giaQi11cUhSdr1WJ1y5bUslp56+RJXjp+vIKiFUIIIYQQQlQ1kmDb0/mRwjGNEo8Ubm+BVk9qR2VjmCaBVk+HxlKRuphdGKeP46zlLFMtU4u3jY8PG1u3JsjFhddiYtiella+QQohhBBCCCGqJIujA6hKHDEv9rp16wq9Kx7ZYxrrjMKXVXVP255mnjGPT1w+4X79ftqb7a+4TajVypyGDRlx4AAPRkWxsXVrrKpcfxJCCCGEEEIUn2QQTq6oUbarY3IN4IEH40+Ox1RMHlcfx6B4U3HdUqMGQwMD2ZWRwasxMeUcpRBCCCGEEKKqkQRbVEm9U3tznX4dm9XNzFPmFXu7txs1oobFIk3FhRBCCCGEECUmCbYT04aPyJtz+4b+dpt3u6pQUJhpm4nVtDJRm3jFAc8uCHJxYU6jRthMk5HR0eQYxbv7LYQQQgghhBCSYFcG5wdHW+PpXrLB0VJS8ubcVlS7zbtdVezYsYPGZmPGGmNJVBKZok4p9rZDa9RgSGAgO9PTeU2aigshhBBCCCGKSRLsSkBfvAh9+TLWtmjhkIHSqqKdO3cC8KzxLHXNusxV57KNbcXefk7DhgRaLLwaE0OkNBUXQgghhBBCFIMk2E6gug5WVhra8BFYbxzAdQcO4nL7nXjgwRv6G3kDnmnFH/As2Grl7YYNsZkmD0ZHkytNxYUQQgghhBBXIAm2E5AEuwRSUkBV6JWWhnK+2fxgczD9jH5sUjfxufJ5sYu6tUYNBktTcSGEEEIIIUQxSYJdiZQ4kfb1zeu3bRol67tdzSgozNJn4WK6lGjAM0VReOd8U/FXpKm4EEIIIYQQ4gokwa5ESppg64sX5fXbXr7MOftuFzG4mzZ8BNoN/fNGSb/MCOlFzQH+X01owlPGUyQoCTykPVTspuIhFzUVv+fgQTJ1vdj7FEIIIYQQQlQvkmALhylycLeUFFDUvFHSLzNCekkSbICJxkTaG+35Sf2JF9UXi73dsKAgRgQFsS8zk+ePHSvRPoUQQgghhBDVhyTYwuEqqo+5O+58o39DqBnKy9rLLFGWFHvbOQ0bUs/VlfdiY/ktObkcoxRCCCGEEEI4K0mwhcNV5CButanNN/o3WE0rD2oPEklksbbztVj4LDwcBXgwKoozubnlGqcQQgghhBBV2Z9//snw4cNp1qwZ/v7+LF26tMDyGTNm0KlTJ2rVqkX9+vUZPHgwW7ZsKbBOcnIyI0eOpG7dutSrV4/HHnuMNAePmyQJtqiciuifXVadzc68r79PhpLBUMtQTnO6WNt18/VlfO3axOfmMio6GtM07RqXEEIIIYQQ1UVGRgYtW7bkjTfeKHR5o0aNeP311/nzzz9Zvnw5devWZciQISQkJOSvM3LkSPbv3893333H4sWL+euvv3jyyScr6AgKJwm2qJSK7J9tB3ebd/OE/gTHleMM14aTQ06xtptcpw7tPD35JSmJT+Pj7R6XEEIIIYQQ1UG/fv2YNGkSN910U6HLb731Vnr16kX9+vVp1qwZL730EufOnWPPnj0AHDhwgNWrVzNnzhw6dOhAly5deO211/juu++IjY2tyEMpwOKwPZeArusYhpH/u/iXaZpV+jkp6vgKW6aZcOG+sknR9eUl/SX2sIdV2iqeMJ7gHds7KChFxqMBnzVuTJdduxh35AhdvbwId3cvwRGJyuJC3ajK7x9hH1JXRHFIPRHFIfVEFJcz1pULrTtTU1NRlH/PqV1dXXF1dS1T2Tk5OXz++ef4+PjQsmVLADZv3oyvry9t27bNX69Xr16oqsrWrVsvm7iXN6dIsKOiovJfsOjoaAdHU7nk5ORw4MABR4dRbpo2bXrZ4yvs2JvZbKDmvaF1m+2Kz81kbTIHww/yP9f/ERwXzG2JtxUrrrFubryUkcGI3buZ5+2Ni1J0Yi4qL/lMEcUldUUUh9QTURxST0RxOVNdURSFevXq0bJlywL9oJ955hmeffbZUpX566+/8uCDD5KRkUFoaCjff/89gYGBAMTHxxMUFFRgfYvFgr+/P/EObGnqFAl2eHg4hmEQHR1N48aN0TTN0SFVGlarlYiICEeHUW6KOrbCjt1isWAqCrpuQ7NYivXc/MiP9DR78nqt1+kf1J8OZocrbvO8abL94EGWJiezxNOTqXXqXPlgRKWi67p8pohikboiikPqiSgOqSeiuJyxrpimSU5ODrt3777kDnZpde/enfXr15OYmMj8+fO57777WLVq1SWJdWXiFAm2pmn5L5KmaU5TySqCoijV9vko9NgVuPB+VqBYz00LWvCe/h53We7iI5eP6Kx3Ltb+P2rcmHaRkbxx8iTDgoK4ytOzhEcgKgP5TBHFJXVFFIfUE1EcUk9EcTlTXbnQ4tjHx6dAgl0Wnp6eNGzYkIYNG9KxY0fat2/PggULGDt2LCEhIZw5c6bA+jabjeTkZEJCQuyy/9KQQc6EAIaYQwg2g/le+Z40ije0f7DVyqv162MA7ztwIAUhhBBCCCGqA8MwyMnJG5y4Y8eOpKSkEBkZmb98/fr1GIZB+/btHRShJNhCAOCCCyOMEaQr6XynfFfs7YbVqEGQiwtfnjlDss1WjhEKIYQQQghRdaSlpbFr1y527doFwLFjx9i1axcnTpwgPT2d6dOns3nzZo4fP05kZCSPPvoosbGxDBo0CMjrStq3b1+eeOIJtm7dyt9//82ECRMYMmQIYWFhDjsuSbCdXK9evRwdQpVxp3EnAAvVhcXexlVVeSAkhEzD4HOZtksIIYQQQohiiYyMpEePHvTo0QOAiRMn0qNHD1599VU0TSMqKop77rmHjh07MmLECJKSkli2bBnNmjXLL+Pjjz8mPDycwYMHM2zYMK6++mpmz57toCPK4xR9sMXlSYJtP61pTSuzFevUdRzTj1GPesXa7qHQUN6IieHDuDger1kTVUYUF0IIIYQQokjdunUjOTn5sssXLFhwxTL8/f355JNP7BlWmckdbCEucpdxFwBfqF8Ue5varq4MCgzkcFYWvxXxISGEEEIIIYSo2iTBFuIiw43haKbGQnUhJmaxtxtzvp/HB3Fx5RWaEEKIKmrdunWODkEIIYSdSIItnE6b9VOos+ppVoYm0Wb9FLuWHUII/2f+H9FKNH8rfxd7u+4+PrTw8ODX5GSiMzPtGpMQQoiqTRJsIYSoOiTBFk4nMScdVVGICXclMSfd7uVfaCY+X51f7G0URcm/i/2R3MUWQgghhBCiWpIEW4j/uMm8CX/Tn2+Ub8ik+HejRwQF4atpzIuPJ13XyzFCIYQQQgghRGUkCbYQ/+GKK8OMYaQqqfyk/FTs7bw0jXuCg0nRdRadOVOOEQohhBBCCCEqI0mwhSjEXWZeM/GSzIkNMOp8M/H3Y2MxzeIPkiaEEEIIIYRwfpJgC6cTaPXEME1qR2UTaPUsl310NDvSxGzCSmUlpzhV7O3C3d35Pz8/dmdksCE1tVxiE0IIIYQQQlROkmALpxPZYxonrn2TfnEBRPaYVi77UFC4y7gLQzFYpC4q0bYPX3QXWwghhCgLGWFcCCGciyTYomrx9QXDZJ2XF6avb5mKusO4A8VUWKAuKNGc2P/n709DNzd+TEwkJju7TDEIIYSo3iTBFkII5yIJtqhS9MWLyFn6MysimpD7Zcn6T/9XbWrT1+zLXmUv29le7O00RWFUaCg68LFM2SWEEOIy2qyfQp1VT7MyNIk266c4OhwhhBB2IAm2EEW407gTgAXqghJtd09wMO6qyv/i48mUKbuEEEIUIjEnHVVRiAl3JTEnvcCy4iTfcndbCCEqH0mwRbVTkhOSweZgvE1vFquLySGn2NsFuLhwd3Awp3NzmXbiRCmiFEIIUZ0VlXxfIAm2EEJUPpJgi2qnJCckHnhwi3kLiUpiiebEBphWty5hLi7MOnmSjTKiuBBCCCGEEFWeJNhCXMFIYyQAH6gflGi7ABcX3m/cGBN4ICqKDGkqLoQQQgghRJUmCbYQV9DR7EgnoxMb1A1EElmibW8MCODu4GCis7KYcvx4+QQohBBCCCGEqBQkwRaiGB4xHgHgfe39Em/7ZoMG1LJamXPqFH+kpNg7NCGEEEIIIUQlIQm2EMVwi3kLoWYoi5RFJJBQom39LBY+Ot9UfGR0NOnSVFwIIYQQQogqSRJsIYrBipWHjIfIVrL5n/q/Em9/nb8/D4SEcCgri4nHjpVDhEIIIaqSQKsnhmlSOyqbQKuno8MpNRnpXAhR3UiCLZxWr169KnR/I42RuJgufKR+RC65Jd7+tfr1qevqyvuxsaw7e9b+AQohhKgyIntM48S1b9IvLoDIHtMcHU6pSYIthKhuJMEWTquiE+wQQhhmDiNGieFH5ccSb+9zvqk4wEPR0Zyz2ewdohBCCFFptFk/hZWhSdRZ9TRt1k9xdDhCCFEhJMEW1YY2fATaDf3pvWcP2vARpSrjwmBn76nvlWr7vn5+jAoN5Wh2Ns8ePVqqMoQQQlQfFX0x2Z4Sc9KJCXdFVRQSc9IdHY4QQlQISbBF9ZGSAopKn/TMvN9LoYPZgauNq/lT/ZPtbC9VGa/Wr08DV1c+jo9nZ7qccAghhLg8Z06whRCiOpIEW4gSyr+LrZXuLraXpjG1Xj0AXouJsVtcQgghnEtVGchMCCHEvyTBFlVSq1atyq3sIeYQapo1+Ur5ijOcKVUZt9aoQWM3N5YkJHAgI8POEQohhHAGVWUgMyGEEP+SBFtUSa1bty63sl1wKdOUXQAWRWF87dqYwBsnT9o3QCGEEKKaklHLhRCOJgm2EKXwoPEgVtNa6im7AO4ICqKO1cqXZ85wLCvLzhEKIYQQ1Y8k2EIIR5MEW4hSCCaY28zbOKmc5Aflh1KVYVVVxtaqhc00mSl3sYUQQgghhHB6kmALUUqP6GWbsgvg/pAQgl1c+Cw+nticHHuFJoQQQgjhVKT1gagqJMEWopTa0Y5rjGv4S/2L3ewuVRnumsaTNWuSbZq8LXexhRBCFIM2fATaDf3pvWcP2vARjg5HiAJKmyhLgi2qCkmwhSiDW81bAVinrit1GaNCQ/G3WPgoLo7E3NL15xZCCFGNpKSAotInPTPvdyEqkaISZUmiRXUgCbYQZdDN6AbABmVDqcvwtlh4JCyMdMPgnVOn7BWaEEIIUSVJkua85LUT1YEk2EKUQUta4mv68qfyJyZmqct5NCwML1Xl/dhYUm02O0YohBBCOEag1ZPaUdkYpkmg1dNu5UqSJoSozCTBFqIMNDS6ml05rZzmIAdLXU6AiwsPhYVxVtf5MC7OjhEKIYQQjhHZYxr94gI4ce2bRPaY5uhwRDmTsQGcg1ygKn+SYAtRRl3NrgD8qfxZpnKerFkTV0Xh7VOnyNB1e4QmhBBCiPMksShnpRwboM36KdRZ9TQrQ5Nos35KOQYoQN4HFUESbCHKqLvZHYANaun7YQOEWq08EBrKmdxcPo2Pt0doQgghRJVxcSJWZ9XTJU7GJLGonBJz0lEVhZhwVxJz0h0djhBlJgm2EGXUzmyHu+le5jvYAGNr1cKiKLwRE0OCjCguhBDVQq9evRwdglO4OBFTFUWSMSFEpSQJthBlZMVKZ7MzR5WjnOBEmcqq6+rKY2FhxObmcueBA9jM0g+cJoQQwjlUlgRb7vCK4pK64nyKaop/of+8dkN/6T9vB5JgC2EHF/ph/6H8UeayXqpXjx4+PqxJSeH5o0fLXJ4QQghRHJI0ieKSulK5Ffb6FNkU/3z/eRS1RP3nReEkwRbCDi70w7ZHgu2iqixq2pS6rq7MPnWKL06fLnOZQgghRHmpCslWVTiG6kpeu39duEs9cf93MmCcA0mCLcR5ZfmA7mx2xmJa+EMte4INEOTiwjdNm+Kmqjx86BDb09LsUq4QQghhT23WT2Hi/u9KNehYZSJJWvkqz5HC5bX7lyMGjJPn/1KSYAtxXlk+IDzxpJ3Zjn3KPhJIsEs8bb28+LBRI7IMg6H79nE6J8cu5QohhBD/1Wb9lFKNzp2Yk14pBh2TOZgrAV9fMA3WeLrn/W5HksQ53uVeA3ltLiUJthCU/sTiYt3MbkDZ58O+2O3BwTxVsyYncnK4/cABcg3DbmULIYQQF1SWRLnUSjkHsyiZoi5k6IsXoS9fxtoWLdAXLyqwLLLHNE5c+yb94gKI7DGtxPuVJK7sAq2eGKZJ7ahsAq2exd5Omp2XnCTYQmCfE4sLCbY9+mFf7OX69enr68v61FQmyKBnQgghRImUZ/PkaqcSXciQ17VkLlzkeLnpkBJd5Ciq2bk2fETexRYZfbwASbCFsJNrzGsA+yfYFkVhYUQEDVxdeS82ls/j4+1avhBCCFGVOaJfqih/8rqWjl2nBUxJybvYIqOPFyAJthB2EkAALc2WbFe2c45zdi070MWFb5o1w+P8oGfLkpLsWr4QQgghRGUjfeuFM5IEWwg76mZ0w1AM/lb+tnvZrTw9WRQRgQLctn8/a86etfs+hBBCFE36gtpPSZ/LC31IL/yUpB+pqLyK7BtciZqkC1FckmALYUcX+mFvUDaUS/k3BAQwv0kTck2TIfv28VdqarnsRwghROGqa4Jd2uMuqjlqScu80If0wk9pBssSjlVYfSjrAGhCVDaSYAtB3tXT2lHZZb4iXh4jif/XLTVq8El4OJmGwYC9e9l6zr7N0YUQQoj/Ko8EW1Ru5XExSepD+SrtSOHCviTBFoK8q6f94gLKfEW8JjVpZDZik7KJbLLtGGFBdwYH826jRpzTdW7cu5dd6TK4hxBCCCHspyq31qiqxyatASoHSbBF9eHrC6aR9+PrW2676Wp2JVvJZouypdz2ATAyNJQ36tcnyWbjhj17OJCRUa77E0KI6q7N+imsDE2izqqnHTst0PnvszWe7uX6fXZBpTnuolTwcyKcW1VNsCtcBZ1bOxtJsEW1oS9ehL58Wd7P4kXltp/uRneg/PphX+yJWrWYWrcup3NzuX7PHo5kZZX7PoUQorpKzEknJtwVVVEcOi3Qhe+ztS1alOv32QVFHbe9uliV1ZWeE1MxMDEdEFn1I83AK0ZRFwkq6jWoqHNrZyMJthB21tXsCpRvP+yLPVe7NuNr1eJkTg5dd+zgi9OnMU05iRBCiKquMiQy9upiZW86OluULcxQZ5DU6Tvi+r3PmZ6fca7pBjYpmyTZLkeVoV5WB5UhwS6rP//8k+HDh9OsWTP8/f1ZunRp/rLc3FymTJnCNddcQ61atWjWrBmjR48mNja2QBmtWrXC39+/wM+sWbMq+lAKkARbCDtrRCPCzDD+Uv5CRy/3/SmKwkv16jG1bl1SdJ37oqK4ce9eDmVmlvu+hRBCOI49T6KLuhNd2rvU85R53Kvdy2522y3OwpiYJJPMDnawrdM2hmnDCLOEcY3lGiZrk8kNjEHL9kC3ZpDRYDvdLN1oYmnCM+ozbFY2S7ItnEqb9VOos+ppVoYmVUiXjfIcOC0jI4OWLVvyxhtvFLps586djB8/nnXr1jF//nyio6O5/fbbL1n3+eefZ//+/fk/Dz30kF3jLCmLQ/cuRBWkoNDV7MoSdQk72Ulb2pb/PhWF5+vUYVBgIGOio1l19ixtIyOZVKcOT9WsiYsq19KEEEJcXmSPaUxdM5Wpo6eWaFlhTEwmq5N5TXsNgMXKYh40HmSyMZlggksdo4nJcmU5/yj/cFI5SQwxxCgxnOQk6cr5puuD8v4LNAMZagylr9GXmf/s5FyqC7WOpRHfLYF2zU1+U35jljaLWcyinlmPq9peVeq4nNm6deuc5m6nyJOYk46qKMSEu2JUQFeVCy1Tpv5R/M+A4urXrx/9+vUrdJmvry/ff/99gcdef/11+vbty4kTJ6hTp07+415eXoSEhNg1trJwigRb13UMw8j/XYiiXKgjJa0rpmnarX51JS/B/p3faaW3skuZxdHU1ZVVzZvz6enTTDp+nEnHjrH4zBnebdCAzt7eFRaHMyhtPRHVj9QVcbGL73VeXCeqQj0p6nuwuMtyyeVRy6PM1+YTZobxlO0p3ra8zVxtLovVxUywTeAR/RHccCvR9+46dR0vWF5gi1pwAFFX05VaZq38n7iVcbzS+xVam61RzzfUvLd93rrTp09ncuP3IAdSSWWpupTvtO9Yoa7g2NBjPG17mldsr6ChFSum0qhs9WTt2rV079690GWFvT6aCSjn3wWmfY+jNPu73PuxNPuqbIqqK6U97sspzutanOfsQhfF1NRUFEXJf9zV1RVXV9cyx3mhXN//DKg2e/Zs3njjDWrXrs3QoUMZM2YMFovj0lynSLCjoqLyX7Do6GgHRyOcRUnrSk5ODgcOHLDLvmu51YII+C39N647dp1dyiyJ7sASLy/eyMhgRUYGvffs4XZXVx53d8f1og88IZ8povikrgibzYZ6/jPUMM1CvzOcuZ4U9T1YnGWZaibj643nD7c/aJDVgPcPv09Ybhjdle4sDFrIp8GfMsllEh8YH/BE7BNk52Rf8Xt3t/tu3gl7h3+8/wHg6nNXMyxhGDVzaxKcE4y/7o/Cv99rC1YtwCPMgyiirngM7c7/u9vtbh4IfoA5/nPYlrGNGcdm4GV4XfH5KovKUE+GnJyPX/A55q4ch6/mxne17i6wvLDXvJnNBur559so/D1QWiXdX3HejyXZV2X137pSluO+nOK8rsV5zhRFoV69erRs2ZK0tLT8x5955hmeffbZMsWYlZXF1KlTueWWW/Dx8cl/fNSoUbRu3Ro/Pz82bdrE9OnTiY+P5+WXXy7T/srCKRLs8PBwDMMgOjqaxo0bo2nld2VROD9d10tVV6xWKxEREXaJIZxw/Ew/dvrupElEkwJf/hUlAugGLE9O5vEjR/giO5udmsb88HCaurtXeDyVTWnriah+pK6ICyynLPl3ZVTTLPCdoes63377LbfccovT1pOivgevtCwwIpCbrTezRd1CZ6Mz3/ItgQ0D89dpQxvG5Y5jujmdz62fM6H+BAInBBITGEMTownhZjhNzLz/PfFkwZYFLO2ylB+1HwHoYHTgRduL9HLpBWGXP4Z+/fqV+BgiiOC+t+7jn2f/4Q+fP3ioxUN8m/st9c36l99RKVWmz5P0UzYymnrgAqSbtvznpt0f00nKTaduvRwWnvqUABdPtnWbDJB3V/CiRMxe501Q+GtX1P6Kej+63H4nSkoKAKavL7lfLixQrj3P+crL5epKUcddWsV5XS/3nF0Yw0BBwTRNcnJy2L179yV3sMsiNzeX++67D9M0mTlzZoFljzzySP7vLVu2xGq18tRTTzF58mS73DUvDadIsDVNy3+RNE1z+AeScA4lrSuKotitbmlodDW7slRdyhbLFq42r7ZLuaVxU40adPPz45FDh/gmIYFrdu1iZoMGPBASUuDDr7qSzxRRXFJXBJB/udSE/PqgDR8BZ1MI9XDH/fMF4OfrlFPWFPU9WNSylIAU+rj2IUqJ4ibjJhbqC/HQPC5Zrza1mWvOZYxtDM/tvYnVrU/zNV/z3xbZtcxanLrmFKZq0sxsxnR9OgPNgXnfWVd4C/bp06dUx+eV7sVKfSWjGc2X6pd0t3bnG/2b/JlB7K2yfJ4UVp//e2qgKP8uw88XUlJY4+VJH81i12Mo9LVTLopSMS/ZX2HxAyipKXB+/BklNaXAMm34CProNqw3DQDfyv9eLayuXO64S60Yr2vv3r3RNA0Dg73s5U/1T/5Q/uBP5U8W64vpZHbKb3Hs4+Njt3PMC8n1iRMn+OmnnwrcvS5M+/btsdlsHD9+nPDwcLvEUFJOkWAL4YzuNe5lqbqUGeoMftB/cGgsfhYLC5s04To/P548fJgxhw6x4uxZPmzUiAAXF4fGJoQQTi8lBVSFXmlpYLHk/f0fVXUwqT+UP/h81OekK+ncb9zPu/q7WK5wetmGNqwY14pMV5OoWhkcqJ3G/om3cFA5yEEOcjAzkrAUD15eUI87tjSFLweVW/za8BGQkkJvL088h9/HZ4u/pJnZjBe0F7hOu44P9A+427z7ygVVIUUNanUhGTXXrUN31vqckkIfRQVFLfS9Wh1deF3XTp1Kz6lTCywzMdmsbGZLny28rbzNX8pfJCvJ+cs9TU+OcpROdLJ7XBeS60OHDvHzzz8TEBBwxW127dqFqqoEBQXZPZ7ikgRbiHIywBxAS7Mly9RlbNe3V8ho4kVRFIV7QkLo4uPDXQcO8ENiIlvOnWNekyb0+M9gEUIIIeyrqiXYkUQyRZvCcnU5eMNEfSKTjckl6hLlnqPR6og3rQ57oj/3fP7j6qAbUJTzd9DMVLtNeFno85+SAopKn/RMMA0UFJ4xniHCjOBe7V4etDxIpB7Jq8aruOKY5qaVUVWqy+JfF7+uBgY/KD/wqvYqO5Qd+Y8HmoEMNAbSzexGN7Mbrc3WuFC6mzVpaWkcOXIk/+9jx46xa9cu/Pz8CA0N5Z577mHHjh0sXrwYXdeJj48HwN/fH6vVyqZNm9i6dSvdunXD29ubTZs2MXHiRIYNG4afn1+pYrIHmbtHiGJYt25dibdRUXlWzxvQ4cJUJZVBE3d31rdqxVM1axKTk0O/3buZePQoWedH6hdCCCEu5yAHuVO7k04unViuLqe12Zrb5t3GFGOK3cYbKa9xS0qSFA42B7PWtpa6Zl3e1d6lp9aTQxwql7iEKInynJe6V69e6OgsVhbTztKO4Zbh7FB20M/ox3v6e+zI3cEp2ymW6Et40niSDmaHUifXAJGRkfTo0YMePXoAMHHiRHr06MGrr75KbGwsy5cv59SpU/To0YOmTZvm/2zatAnI69v93XffcdNNN9GlSxfeeustHn74YWbPnm2Pp6PU5A62EMVQ2jsPt5i3MN2czvfK9+xlL81pbv/gSsFVVXmtQQP6+vnxQFQUb5w8yc9JSXwcHi7TeQkhhLhEqm8qo7XRfK58jq7ohJvhTNWn5n3PRU13dHjloi1t2WTbxEhtJD+rP9NZ6cyH+ocMNYc6OjRBXqKZmJNO3egc0pv7OzqcClNe81LnkssiZREztBlEK3kjlw8wBvC88TztzfZ228/FunXrRnJy8mWXF7UMoHXr1qxcudLeYZWZ3MEWohxpaDyjP4OpmJXqLvYF1/n7E9m2LbcHBbE/M5MeO3cy4cgRMir53JBCCCHKnw0bK5QV3KvdywdPfcCn6qfUpCYf2T5ih20Ht5q35s81XVUFEMASfQkz9Zlkksntltt5TH2MLLIcHVq5q+zNwCN7TOPEtW/SLy4gP+kUV2ZicoYzbFQ2Ml+ZzyR1ErdptxFhieBBy4Mc4hC3GLewJXcL3+rflltyXZXJHWwhrkAbPoLeug3thv6lGm1yuDmcl8yX+Er5ihd4gcY0LqdISyfQxYV5TZpwa40aPHLoELNPneKXpCQ+atyY7tI3WwghqpyiWmWZmEQSySJ1EYvVxcQpcQB4pnsyTZ3GQ8ZDuOFWgdE6noLCY8ZjXGNewx3aHXykfcRGdSNf2r6kCU0cHV65qewJ9hZlC5+onxAzJoYx6hisWHE5/8/tnkN4Z1q4fnMNWh6xbzPqirRjxw67TSe2ne1M0CawQ9nBWeXsJcstpoXbjdt5Rn+GZjSzyz6rK0mwhbiSMo426YILE/QJPGx5mNe115mrzy2HIMvuxoAAuvr48MyRI3x2+jR9d+/m4dBQXq5fH69KMJWIEEI4I2XJEtQl31HLzRVlyRLMoY5vXlxYgp1KKhu7b6StpS17lb0AuJvuDDeGc4dxB3++/iePT368YgL09WWNbqNPWjpUogu97c32/GP7h1HaKL5Tv6OzpTNL9CX0Nfs6OrRqJZ54JmmT+Fz9PO+BWoWsdFfef888FEWLI57cqr7CMGNYpbvJcSU7d+5k2LBhZSrDwOBt9W0mqZPIVXIJM8NobbQm3AwnnPC8/81wGtAAK1Y7RV69Ve12PUJUEnead1LbrM1CZSHHOObocC7Lz2Lho/BwljZvTl1XVz6Ii2PY/v3o5+c1FEIIUTLm0KHoi7/kZP16dkuuc8hhg7KBBBLsUt5aZS3tLO1Ye/1a9rGPvkZf/mf7HzG2GObr8/k/8/9QjcufMtr7Tqe+eBFrW7RAX76s0s1R7Isvi/RFvKO/k9dkXLudIxy58oaizHIsBrPUWbSwtOBz9XMamg1ZZFvE5tzN/GX7i99tv7PStpKltqX89PI1PP5BK/puC2Bf3XSmalNp7tKcq7WreWvoMU4EOX8T/+K87+KJZ6A2kGe0Z/DAgy9sX3DMdoyV+kreN97nKeMpbjJvIoKIUifXsTk5MlDuf0iCLUQFcMWVccY4bIqNmepMR4dzRf38/dnepg1dfXxYdfYsr5w44eiQhBCiwlxu5ohAqye1o7IxTNPuo/cWxznOMVudTVNLU/pa+tLc0pz31PewYStVeRlk8JT6FP9n+T+OK8dpv7E9h22HWa4v5y7zLrwp3qCXlb0pcVn9tz4oKIwyRvGy8TLJSjLDLcPJJNMxwVUTyzueoc3cv3lGewYbNl7UXyTSFskt5i20pjUdzA50MbvQ0+xJP7Mf109Yh1fMTSy/Ko6jxnFm6bPoYnRhm7qN8aOjaLRgA8/fH0WWi+PHnCns86bN+inUX/sMa2un0u6PwgcRvNL7boWygvaW9qxQV3C1cTWbbZu51by1TLEm5eayMjmZV0+cYOi+fTTYvJl6mzezQeYTL0CaiAtRQe437meGOoPP1M941niWmtR0dEhF8rZY+KJJEzrt2MFLJ05wtbc3/fyrzyidQojq63J9lCN7TGOdUfHzWccRx7vqu3ykfkSKkoKL6cKNxo2sUdbwlPYU/1P/x2x9Nj3MHsUu8x/lH+7X7idKiaKuWZeP9Y/5/ZffqdWhsPa2VZivL6SksMbLkz5a4afFl6sPY42x/KP8ww/qDzyuPc5cfW65TTFWlSWSyCvqK5xRzqCgoJ7/p6CgjdvL8ZAsVrdLAmCEMYJX9FeoVWi78MKFEsojxiM8wiMc1Y/y7bz+zL7lOK+NOMJP15xmrvIPnc3O5XV4V1RY/UrMSUdRFE40tqLmppeovBxyeEF9gVnaLBRT4Xn9eSYZk7CUIu1Lys1lWXIyvyUnsyUtjUNZBe/8e2saPX180BSp9xeTBFuICuKOO08ZT/Gs9iyz1Fm8Ybzh6JCuqKarKwubNOH6PXu4++BBNrVpQx1XV0eHJYQQ5abN+il4hibzv1VPE2j1vGR04opMrg9ykFnaLBYoC8hRcvA2vRmrj+Ux4zFqUYtjHGOCNoHv1e+51nItw4xhzNBnUJvahZbXZv0UEnJT0Qb/xSvaq6CY3GPcw5v6m/jiy+/8ftlYqupd6gtN0NdOnUrPqVNLtK2Cwif6J+xV9vK5+jlXG1fzgPlAOURZdR3nODdabuSAcqDwFW7I+6/dQW9mvxfB1W9+Xqb91ac+E76qzwPLa/PUmAN8cW0sPc2ePGE8wRRjCh54lKl8RzvGMW7TbmObuo1aZi3m6fPoafYsURknsrP5OSmJHxMTWZ+SwoV7/K6KQmdvbzp4edH+/E+EuzuqJNeXkARbiAr0kPEQb6hvMFedywRjAkEEOTqkK+rl58fUunWZfPw4dxw4wKqWLbGq0rtECFE1Jeakkxzuinr+d0fZwQ66W7qTpWQRaobymP4YDxkP4cu/g37Vox5f6V+x2ljNk9qTfK1+zVJlKc8Yz9DUbEoqqaQoKaSe/3ekyQpy/eKweSeiZnvwjbaAAeaAYsXjrAm2aZpEpqfzc1ISp3JyyNB1Mg2DLMMg0zDIMAyyDQOfvn2ZdfIk1/j40NbTs9jfcz748LXta7pauvKE9gSt9bzmyuLK9rGPGy03EqPEcLdxN+P0cZiYGOf/mZgozz2LJSWduMRguiou2KtBd+A5K/Nfu4pha4N5+KUzzNJm8bP6M3P1uXQzu9lpL0Vrs35K3jzeoTn8sH5KgYt5F+b4rhOdQ2bLGsUq7y/lL27VbuWMcoYBxgDm6nMJJLDIbbINg0NZWURlZrIzPZ2lSUlsS//3cy/C3Z2BAQEMCAigvZcXLnL+VyySYAtRgbzw4nHjcaZoU5itzuZl42VHh1QsE2rXZuO5cyxPTub5o0d5s2FDR4ckhBBVlo7Ow9rDZClZvKy/zOPG47hy+dZDfc2+bLVt5T31PV5SX2KyNrnwFevk/ecf1ZCg2AEM6FK85NrZXEiqlyQk8H1iItFZRQ9opQCmqvLn0aMAuKkqHb286LZ6DddER9PhbDLa8BGXHXCtOc2Zq8/lDssd3Kbdxj+2f6hB8ZKi6mqTsomB2kCSlCTG6eN4xXil8Ob1ry4H4OupU+lTwhYGxXHTP0F0sa1kgjaBeeo8+mp9GWWMYoIx4bItQewlMScdVVGICXfF+M/FvMge09B1nUmrJ/HS6Mu8ny8yT5nHI9oj5Cq5TNGn8Lzx/CXPZ7LNxvcJCezJyOBgZiZRWVkczcriv8OTdfLyYmBgIAMDAmjq4dx39B1FEmwhKtgYYwxvqW/xgfoBzxnP4YWXo0O6IlVR+Cw8nM47djAnNpYuPj7cUkNOHoQQojy8r77PFnUL/Y3+PG08Xax+vVasPGU8xXBjOJ+pn2Fg4IMPvqZv3v/k/V/DrMG8efOYWg7JiiPppsnWtDS+T0zk+8REDp9Pqi2Kwv/5+TGkRg1aeXjgpml4qCruqpr/v6Yo7M3IYOO5c/yZmsrG1FQ2pKayoWMH6NgBxTRpceYM1xw6RBdvb7r6+FDP1RXloqaxt5q3slnfzGxtNndpd/GL/gsaMsVlYVYoKximDSNDyWCGPoOxxliHxuOHH3P1uQw1hvKw9jAfah/ysfoxQ8whPGY8Rmezc6XtW2/DxrPqs8zR5uBherDQtpCbzZvzl5umyT/nzvFxfDzfJCQUGO3bXVVp6elJuJsbTdzdaeLuTm9fX2pKV8AykwRbiArmiy93GnfynvYeK5QVDDGHODqkYglwcWFRRAQ9d+3ioehorvL0pIm7u6PDEkKIKuUYx5isTsbT9GSOPqfEJ/ZhhPG88Xw5RVd5mKbJoawsVp89y+qUFNadPctZPa8BsYui0N/fnyGBgQwIDMTfcuXT3ZaenrT09GRkaCgAp7Kz+fu55/izTl3+qlOb7SEh7I6LY25cHAA1rVau8fbmodBQevn5AfCy8TJbla2sVlcz1ZzKi8aL5XPwTmyxspj7tfsxMfnE9gl3m3cXa7uSdFEwTJMzubkkeHhwMjsbf4sFd1UtcEGkMNeZ1xFpi+RT9VPeV9/nG/UbvlG/oYPRgUeNRxlqDq1U80Sf5Sx3aneyQl1BPbMeS2xLaE1rAFJtNhadOcPcuDh2ZWQAEOriwr01a9LL15dwd3dqWa3Sf7qcSIIthAMMMgfxHu/xk/oTQ3TnSLABOnh7M7NBAx4/fJjh+/fzR6tWeGhyhV4IIezBxORx7XHSlXRm6jOpS90K3X9l72dtmCbLk5P5OSmJ1WfPciw7O39ZDYuFW2vU4Hp/fwYEBOBXjKS6KDVdXbl1335u3X8QgDSLxsb5n+fd4T53jr9TU1mSmMiSxESu9fPjxbp1ae/tzRf6F3RWOvOa9hrtzfYMNgeXKY6q5F31XcZqY3Ez3VikL+JG88Zib1tY3dyRns4vSUnEZGcTm5NDXE4Ocbm5xOfk5PXV7tqVuVu2AGBVFPwtFvwsFgLuuYfgjHQ6nzxFt+PHaWsYuJ7vW+yNN08YT/Co8ShLlaW8o77D7+rv3Kvey3Pmc4w2RvOo8Wixp7ArLwc5yM2Wm4lSouhmdGOxvphggtmRns6HsbEsPnOG9PN3q6/18+PBkBAGBARIH+oKIgm2EOdV5IlFN7Mb/qY/y5Rl5JKLCy4Vtu+yGhUayp+pqXyVkMD4I0d4r3FjR4dU4S43ZYsQouJVpffj18rXLFeX09HoyBhjTJnKKs3zUlmfx2zDYNGZM8w8eZIDmXnzTbupKv38/Ojj60sfPz9ae3qW6904r9xc+vj50ef83WqbabL27FmmHD/OqrNnWXX2LEMCA5laty6LPBfRT+vHfdp9NLQ1pBWtyi2usgi0euK5N5njja3lOq+7ick0dRqvaK/gZ/rxg/4D15jXlKqsM7m5LD5zhvmnT7Mj/dJBCAMtFiI8PAhzceHUgQPUb9aMZJuNs+d/jmZlcaBOXt/qHyMiAHD75x86ennR1ceHbj4+XO3tjY/FwkBzIAP1gezQd/Ce9h6LlEVM0abwrvouzxnPMdIYWeTYCOXBho0P1A+Yqk7lnHKO+437mZk7m6WJ5/ggbhd/pqYCeRecRoeF8UBICI2ltWGFkwRbiPMq8sTCgoUbzRtZqC5kg7KBPmafCtt3WSmKwgeNG7M5LY2P4+MZGBjI/1Wz+bGLOnGtSif7QjiDqvKeSyKJcdo4LKaFD/QPytx/tyo8L6k2G5/ExzPn1ClO5eSgAIMCAhgVFkY3Hx/cHHg3zqIo9PP351o/P35MSmLysWN8l5jID4mJ3BMczPR6H/Kc5wPcYrmFv2x/VcpZQyJ7TGPqmqlMHT213PZhYPCk+iQfah8SZobxi+0XruKqEpWRYxgsT05m/unTLE9OxmaaAPT08eH24GBaeHgQarUS4uKSfycaYOqSJUy95ZZLyxswkOO+fvxRp3beT+fOeX3uzyenAHWsVpp5eNDU3Z2mHiHc7f4GYz2m8anrLD5QP2CsNpY56hwm65MZYY6okP72fyp/8rj2OLuUXXiYHkzPfI/cU/9H87idxObmAtDZ25uHQ0O5pUaNAs+FqFiSYAvhIAONgSxUF/KT8pNTJdgAXprG/8LD6bNrF6Oio9netm2x+rhVB1XhpFYIUfGe1Z7ltHKa8fr4SnvHsyLYTJPozEzWNm7Me1u2kKLruCgK9wUHM7ZWLSIq2ajGiqIwODCQAQEBfHH6NNNPnOCz06dxPdOIdrU+Ylu9sQzXhrNcX16p+u9WhBxyuF+7n6/Vr2lkNmKpbSkNuXQWEtM02ZmRweGsLOJycgo0947NyeFoVhYp5/vXN3B15a7gYO4MDqa+m1up4nK32YhISiIiKYkHIiPRx4zhZHY2f6am8kdqKlvS0tifkcGKs2dZcfZsgW1DXYbS03s4SX7r2er7Ofd7P8RMZSYv6i9yo3ljuQyGFk88L2gvsEBdADk+tE98lqCEwUxPysJmnsBVUbg7OJiHQ0Np7+3Ypusij5wRC+Eg/cx+uJlu/KT+xCxjVqUdofJyuvr48FStWrx18iRPHDrE/PNNrYQQQpTMOmUd89R5NDYbM8mY5Ohw7MY0TeJyc9FNE/PCY+cf13x9SPTwZF9gDfbXCGDf/v3sz8ggOiuLXNOEBg3wBsbWqsXjYWGVfmRjTVG4OySE24KCmBsXx6snTrAtpgkucV+zof7/eCxkLB/yjqPDrDDppDNcG85v6m+0Mlvxi+0XQgm9ZL0NKSlMPX68wN3jiylAiIsLNwcGcldwMF19fMqlK0AtV1eGBQUxLCivpYFpmpzMyWF/Zib7MjLYn5HB/sxMdqSnsyIpE5I6Ah1RFRt7fPYyxGc5V/n+wo8+k6mt1LRLTDZsbOu6nZY5g0mLa4lr4ifknGvIVhQgk3qurowKDeXekBBquDhPV8PqQBJsIRzEE0+uNa/lF/UXtrOddrRzdEglNrVuXX5NTmZxQgIDAwMZKlN3CSFEiWSSyRgtr7/1e/p7uFM1+kvuz8jg/qgotqSlFb7CY48V/DsxEYui0NjNjaYeHpzbuJFFd91V5sHKKpqrqvJYzZrcHRzMGydPMufUSXKjH+OzkzFQ/0ve87nN0SGWu2SSGawNZqO6ka5GV77Xv8cPvwLr/HPuHFOPHWN1SgoAXby9udbPjzCrlVCrlTAXF0KtVoJdXBwyMJeiKNR2daW2qyvX+v0b++p16wju2JGN5we723juHIdTWkFKK3adgHDXLdwVHMxzwW1oUMI77DmGQXRWFhsyj/Jj1nY2ZcSRGjIatuUl/dnAVR4e3BAQQH9/fzp7e6PJKOCVknN9aglRxQwyBvGL+gs/qj/SznC+BNtNVfksPJyuO3fy2KFDdPPxIdRavZrACSGqlooa+OmCl9WXiVaiuce4h95m73LfX3kzTJMPYmN57tgxsgyDDl5eBLu45LfRUpS89lrq5s2kZ2fTKz6ephmZNJk0kUZubvnJ1NTFi50uub6Yr8XCS/Xq8VBoKE8e28kvZ2rz2T74x3sjz+BLVW3zFUss/S392aPsob/Rny/1L/Hg32b929LSmHb8OMuTkwHo6OXF1Lp1udbP74rTaJVUeXTX2rBuHVN79eIqT08eCgsDIC4nhz9SzzI96Xf2J9Rg3gmdeSe20sfXl3tDQhgcGJg/XkC2YXA0K4sj2dlkaA0wVC9sihe5qgc+G//CyH+n1Afqo5BNb39XhgbU5np/f2pX8pYcIo/zfnIJUQX0N/ujmio/qT8xzZjm6HBKpa2XFxPr1GHa8eOMjo7m+2bN7P4lKYQQpVGaMRFKNfCTry+cTWGdlxfXZmSCn2+xNosiirfUtwgyg5ihzyhRnJVRTHY2I6OiWJ2Sgqeq8mGjRtwXElL4d0KzZkydOpUJU6cWWlZVGcuirqsr3zXpyHu1VvDU0YPsPduWezhHVEwML9StW6W+L09ykr6WvhxWDjPCGMEn+if5s6RsS0vjlRMn+CkpCYA2np5MqVuX/v7+5fYcXLYO+fqyRrfRJy097737H5f73NCGj6C3bkO7oT/4+qIvXgRAqNXK0BrBDK1xKx83/JonEn7CFncda1IasSYlBX+LhRYeHhzNyuJkTk5+dwmsbf4tXM0G98PgcYKa7jZ6uTdkmEsX1r7+GTOmT0eTKVGdiiTYQjhQEEF0NbuyQd1ANNE0xjmnvHqmdm2WJSWxLDmZz0+f5t6QEEeHJIQQFTbooL54Ebqus2LSJHq89FKxT4anaFOwKTZetL1IIIHlHGX5WnzmDI8fOsRZXecab2/+Fx5OozJMD1RVEuwLHvG8juyWe3j27HNoB57lpRg4lpPDB40aYa0Coz0nkkh/S38OK4cZpY/ibeNtVFT+Sk3l1RMn+O38YGEtPDyYXLcugwMCHHZxQV+8iLVTp9LzMhd3Lvu5kZJCH0UFRYXzTdv/u93IXsNoH9qYW2oN5WSaB3ViR3P2dHv+SE3FV9No6emKxe0MSe67Oeb2N3icAveTqLk2png+xjBjOI1olBenrrPh/FzWwrlIgi2Egw0yB7GBDfys/sxTxlOODqdULIrC/8LD6bRjB+OOHKGXr2+pR/cUQojqYBvbWKIuIcKM4G7zbkeHU2oJubk8cfgw3yQk4KIovFyvHmNr1SpW39CqlkRfyVPmk+z238XCdqMI2DmXBafz7vp/1bSpUzeHTyONgdpA9in7uNO4k9n6bNampDLjxAl+Pz94WRtPT56tXZvBgYHlOl+5I11IzNvRjo36X9zmdRsbI8bSqHEzJuSOYq31J35XfkdX8kZE19L8cY8Lxy2uL9q5QJ679jkHH4GwF+e/ZCaEkxtgDADgJ+UnB0dSNk09PHi5Xj3O6Tojo6IwTPPKGwkhRBXSqlXxp9eaqE0EYLo+HUsF3++wR2KbbLMx+dgxmmzZwjcJCbT08OCv1q0ZX7t2sQdeqm4JtoLCzNyZBFhySW17L518XFibkkLPnTs5lpXl6PBKJZtshmpD2axu5kb9JgafeY2eO3dzw549/J6aytXe3vzYrBn/tG7NkBo1qmxy/V+hhLJCX8F9xn0c0vbxgtuTrFHXEE44E/WJbMvdRuCGO/GO7oJLmgwQW9U47+UyIaqIBjSgldmKv5S/OM1pggl2dEil9khYGD8nJbEuJYXZp04xtlYtR4ckhBAlVtrEr3Xr1sVab7WymtXqajoZnRhsDi7VvsqiLIltqs3GnFOnePvUKVJ0HV9NY0rduoyrVSt/IKfqpKTdEHzwYUzcGF6q8xIhrWZyx4EX+eLMGbrv3Mn3zZo51TzGOjp3a3ezRlnDVYn3EXdkNEPTDgLQ29eX52rXpqevb5XqZ14Srrjyof4hXY2unFBOMNgYTAta5C8vzvSsJbloJyqP6vdJKEQlNNAYiKmYLFWWOjqUMlEVhY8bN8ZP05h07Bj/nDvn6JCEEKLEyvPOqoHBRDXv7vXLxsvFOsmuDNJ0nddiYmiydSvTT5xAN02erV2bgx06MLFOnWqZXENegl1SNyfdTEujJT9bvueeJrG8UKcOcbm59N29m1/ODwJW2ZmYjNHG8H1qNF6Rn7Br191sTcvgWj8/fr/qKn5r2ZJe5TAyuLNRULjbvJuJxsQCyXVxFfeinbCPnJwcoqKisNlsZSqnen4aClHJDDQGAvCj+qODIym7em5ufBwejs00ufPAAZLL+CElhKj62qyfQp1VT1Nn1dO0WT/lkuWXS2LarJ/CytCky25XGX2rfMs2dRv/Z/wfPc2ejg7nis7k5vLKiRNEbN3KC8eOkWkYjKtVi4MdOjC9Xj38nbjvsKNoaLxmew2ACZbxPF+3Fp+Eh5Njmgzdt4+3T57ErOTdrO5Ln8Fnu5pC5BzSUhrR1ceHVS1bsqxFC7r4+Dg6vFLTho+g9549aDf0Rxs+wtHhiAqSkZHBY489Rs2aNenSpQsxMTEATJgwgVmzZpW4PEmwhagEWtOaemY9ViurSSPN0eGU2aDAQB4LC+PY+SlbKvuJQnFpw0eg3dA/78tXvniFsJvEnHRURUFVFBJz0i9ZfrkEOzEnnZhw18tuV9nkkssULe9CwIv6iw6Opmi70tMZFRVFw82bmXr8OKk2G4+HhXGwfXterV+fGi4ujg7Rocr6fdDH6EN/oz+RSiRfKF9wd3AwS5s3x9diYfzRo4yOjianko0gnanrfJOQQIu9P/NlZA9I7sRVXlZ+ad6cNS1b0qOQKa8qq8u2UklJoU965mVHChdV0/Tp09m9ezc///wzbhcN0turVy++//77EpcnCbYQlYCCwkBjINlKNiuUFY4Oxy5eqV+fdp6e/JSUxHuxsY4Op8QKPaFPSQFFzfvylS9eISq1yngn6jP1M6KVaIYbw2lDG0eHcwnDNFmalMT1u3fTPjKSz06fxt9iYUrduhzq0IE3GzYkxGp1dJiVgx2+D17TX8NiWnhBe4E00ujt58cfrVoR7ubGZ6dPc8OePSTk5to58JLRTZO1Z88yMiqK2ps3cceBA0QlB6B5HuPtpt5sadWB68pxLuvyUt0G2BNFW7p0Ka+//jpdunQpUJebNm3K0aNHS1yeJNhCVBIDzbxm4j+pzj2a+AWuqsqXTZvio2k8c/QoW52sP3Zp+tUJISqRSnYnKsclh5fUl3AxXZiqT3V0OAWYpsnXZ87Qcts2bt63jzUpKbTx9OTT8HCizvexDpbE2u4iiGC0MZpYJZY31TcBCHd354/WrbnWz48Nqal03bGDPRkZFR7b7vR0nj16lMZbtvB/e/bw+enTZCppUPMHarZ5hS2tW/NwYCunS6wdRc4pKrfExESCgoIueTw9vXQtoyTBFqKS6Gp2JcAMYJmyjFwce8XaXhq6ufFR48bkmiZ3HDxIirP3x/b1BdNgjad73u8XkebjQoiibL5mM3FKHCONkTSkoaPDybcjPZ1rd+/mzoMHOZyVxeDAQNa0bMk/rVtzZ3AwrtV08LKKMsmYhL/pzyx1Fic4AYC/xcJPzZszJiyMI9nZ9Ni5k+UVMPhZpq6z4PRpeuzcSbvISN46eZJEm43/q+FCaMs52K4ZRK/GO9jqOZ8WSskH7KrKrtRiRhLsyq1NmzasWPFvC9ILF44WLFhAp06dSlyefGoKUUlYsHCjeSNnlbNsUDY4Ohy7uaVGDUaHhnI4K4tR0dFO3R9bX7wIffky1rZogb54UcGF0nxciHxyMllQIols7r0ZT9OT54znHB0OAIm5uTx+6BCdIyPZkJpKDx8fNrVpw9dNm9KtGk+tVNECCGCSMYlMJZNJ2qT8xy2KwuyGDXm3YUMydJ2b9+3jjZgY0nTd7jHsy8hg3OHD1N+yhQeiovj73Dmu9vZmbuPGfNopmb9a3EBcje8ZbT7IUn0pgQTaPQan4Oubd4HdNC65yF6aFjOBVk8M06R2VDaBVs9yCFgU1wsvvMCLL77I2LFjsdlsfPjhhwwZMoQvv/ySSZMmXbmA/5AEW4gysueJ5IXRxH9SqkYz8Qteb9CA1p6efJeYyEdxcY4ORwhRzpwhwa7IGF9XXyfDJYMnjScJIaTC9lsY3TT5KDaWFtu28WFcHLWsVr6IiGBly5a08pST/AKKaLVkT6ON0YSb4SxSF7FZ2Vxg2UNhYSxr0QJfi4WJx44R9s8/DN67l3nx8ZwpQ//sXMPg6zNnWNChA623b+ed2Fh00+Th0FC2tmnD762uIiFsAXe43kwmmbyrv8scYw4uVN/B7fTFi/IusC9fdulF9iJc7u52ZI9pnLj2TfrFBRDZY1p5hCyKqUuXLqxfvx5d12nevDlr166lRo0a/Pbbb7Rp06bE5cncCkKU0bp16+w2WEY/sx/upjs/qD/wsvEynlSNkx03VeXLiAg6R0by9JEj1Hdz43p/f0eHJSo5e763hPPSho+gt25Du6E/+PqW6MS2KBVRvwwMXlFfYbY6mxpmDZ4ynirX/QEoS5agLvmOWm6uKEuWYA4dCsCRrCyWJiXxWXw8uzIycFUUJtapw/hatfDQtHKPyxldqGtrp06l59SpBRf6+kJKCmu8POmjle102gUXXtNfY4hlCE+rT7NOX1dgfvTefn5sbN2ad0+d4qekJJYlJ7MsORkV6Objw8DAQAYEBNDgotGPLycpN5f/xcfzQWwsMTk54O9PBy8vRoaGMqxGDTw1DRs2Rmojma/OJ8AM4Cv9K6eYUq4ilOozIyWFPopaacaDEIVr0KABb7/9tl3KkjvYQlQiHnhwh3EHp5RTPKw9jInzNqf+r3B3dz46Pz/2wL17ef7oUXIr2RQkonyU9k6hM9wFFfZRZFPJSjZYWXElkshgbTDTtenUoAZf6V/hQ/nPD2wOHYq++EtO1K/HxuuuY9KxY7Tdvp2IrVsZe+QIuzIyGBwYyM527ZhSt64k16VUZJehUrjRvJE+Rh82qhtZoCy4ZHlDNzfeatiQqPbt+ad1a56rXZumHh6sT03l6SNHiNi6lcZbtnDfwYN8Fh/PoczMAl2y9mdk8NihQzTcsoWJx44Rn5vLXcHB3Pf33/zVujX3hYTgqWno6DygPcB8dT7NzGb8ZftLkuuLyEXfqmnFihWsXr36ksdXr17NypUrS1ye3MEWopJ5w3iDjepGFquLuca8htHGaEeHZDe31qhBsIsLdx84wJsnT/JHaioLmjShXjGuugvnJXeixZVcaB459Y+pTB091bHB2MFWZSvDteEcU47RxejCl/qX1KKW3crXTZPfkpOJz80l0zDI1HUyDINMwyDLMEi02fixRw9m7NoFkH+n80Z/f24MCKCph4fdYhH2oaAwS59FR6UjE7QJXG+7nmCCL11PUWjr5UVbLy+m1atHVGYmPyYmsvLsWf4+d44vzpzhizNnAKhltdLdx4ezus6vyckABLm48FStWowKDSXUamXqRTN86Og8qD3IInURLcwWrLCtIIhLR1YWoqqZNm0aU6ZMueRx0zSZNm0a/fr1K1F5kmALUQbl0XTRE0++sn1FF0sXxqnjaGe2o5NZ8hEMK6uevr5saduWB6Ki+DU5mY6RkXwcHs6gwGo6aIoQosowMflE+4Rx2jhylBwe1x/nVeNVu/VbNU2TX5OTee7YMfZeYeomq6ZxS2AgNwYEcIO/P4Eu1bfvrLNoRjOeM55jmjaNsdpYFuoLr7hNuLs7T9euzdO1a5NjGGxJS+P3lBQ2pKbyV2oqixMSAGjh4cETNWsyPCgIt0JGhjcwGKWN4gv1C5qbzfnN9lv1TK59fVmj2+iTll6u/e5F5XL48GGaNm16yeNNmjThyJEjJS5PEmwhyqKc+tU0oQmf6J9wm+U2hmvD+cf2T5X6ogtyceGHZs2YdfIkLxw/zq379/NoWBiv1q/v8Clh2qyfQmJOOnVDc/jfqqcJtHrK4CNCVDFt1k/BMzTZru/xDDJ4oc4L/OLyC56mJ5/ZPuNW81Y7RJtne1oazx49ytrz3zWDAwPp5euLh6ripqq4n//xUFU8NY3vZs7kxULuyIjKbbwxniXqEr5Wv2aEMYIbzRuLva1VVbnGx4drfHx4jryBzLalp2OaJp29vS87MryBwWhtNPPV+TQ1m/Kb7bdC755XB/riRYX3uRdVmo+PD0ePHqVu3boFHj98+DAepWjxI32whaikbjZvZqw+lhglhnu0e9Cx/9QcjqQqCuNq12btVVdRz9WVd2Nj6b5zJ2vOnnXoVF6JOemoikJMuCuqopCYk+6wWIQQ5SMxJ91u73EdnS+VL+ls7cwvAb/Q1GjKX7a/7JZcH8vK4p6DB+m8YwdrU1K42tub36+6iq+bNmVMWBj3hoQwPCiIQYGBXOfvTzdfX9p6eaE58ZSI1ZkVKx/pH6GYCo9pj5FKaqnLclFVOnt7c7WPz2WTa1MxGaONYZ46jwgzghW2FQ4f6d4pFTWFl6j0brjhBp577rkCd6sPHz7MpEmTuOGGG0pcniTYQlRiLxkv0d3ozip1FS+qLzo6nHLR2dubTW3aMCgggMj0dK7fs4cuO3bwTUICupwgOr0266ewMjSJOqueps16uZsmqg4bNr5QvqCVpRX3Wu7lkHKIAUkD2JCzgWY0K3v5psnEo0dpuW0bi86cobGbG4sjIvj9qqvo4nPlwdJk3APn1cnsxKPGo8QoMUxSSz4Hb3EZGPw68Fc+VT8l3AxnhW0FoYSW2/6qstJO4SUqh2nTpuHp6UmnTp1o3bo1rVu3pnPnzgQEBPDiiyU//5Ym4kJUYhYsLNQX0lnpzCvaK3QyO9Hf7O/osOzO32Lh66ZNWZuSwpsnT7Lq7FnuOHCAxm5uPFWrFncFBxfaZ6ysduzYQUREhN3LrW4uNKsHLmlum5iTTnK4K+r534WoDAKtnnjuTeZ4Y+ulo5ZfgQ0bXylf8Yr2ClFKFIqpMNQYyrO5z2I5YcErwqvM8RmmycioKL44c4YaFguv1a3LyJAQXErwOSgJdsUor+d5mjGNn9Sf+FD7kOHmcK4xr7Fr+SYm49RxbO+0ncZmY1baVhJGmF334azkvVP9+Pr68ttvv7F27Vp2796Nm5sbLVq0oGvXrqUqTxJsISq5MML4Uv+Sflo/7tXu5R/bPzSggaPDsjtFUejj50cfPz+2p6Xx5smTfJuQwCOHDjH9+HEeq1mTJ2rWtFsf7XZ/TMc9KYEJa7dKP+syutCs/sLvQlR2kT2mMXVNyUcsX64s52nt6fzE+lbjVp7Xn6cFLdBNnQMcKHNspmny+OHDfHHmDM3c3Vl11VUEyQBllVZ5JWNeePGu/i4DLAMYpY1is20zbthvxo331fd5T3sPv0Q/VvqspCY17Va2s5MEu3pSFIU+ffrQp0+fMpclCbYQTqCb2Y1XjVeZoE1giGUIS21Lq/SXYVsvL76IiGB63brMOnWKz+PjmXTsGF+eOcOn4eG08yr7HaKk3HSMxla0UvTBlC/f4ivLnUIhKpNd7GKYNowccgok1vZkmibPHD3K3Lg4Gru58WvLlpJcV2P/Z/4ftxu386X6JTPUGUw1ptql3JXKSsap4/A1fRk2fxi1HrXfFHLVmZwbOJePPvqIe+65Bzc3Nz766KMi1x01alSJypYEWwgn8YTxBDuVnSxUF9LN0o0fbT9yFVeV+34dOYdxI3d33m3UiBfq1GH8kSMsTkig644dPFO7Ns/XqYPVQSOOy5do8ZX2TqGonirreyuTTO6y3EW2ks3/bP/jLvOuctnP9BMnmH3qFHVdXfm1ZUvCrNZy2Y8oGUfWyzf1N1mhrOB19XVuMW4p8/f+fvZzu3Y7AF/qX/Jnwp/2CFNQeT+/ROHef/99br31Vtzc3Hj//fcvu56iKCVOsGWQMyGchILCJ/onjNPHEaPE0NvSm9XK6nLf77p168p9H1cSYrUyPyKCxRERBLi48EpMDNfs3MmOdGmOLERVYtcTVDuO6vuc+hx7lb3cZtzGneaddgqwoDdjYnj5xAnCXFz4tUUL6rq6lst+RMk5MnGqQQ1m6jOxKTZGaiOJIqrUZSWRxBDLEFKUFGYaM+ln9rNjpEI4lx07dhAQEJD/++V+IiMjS1y2JNhCOBEVlVeNV3lHf4c00higDWC+Mt/RYVWYITVqENm2LUMCA9mZnk6XHTt4+cQJcg3D0aEJISoZe43qu0xZxvva+9Qz6/Gu/i4KhU93VBbvx8by/LFj1LBYWN6yJY3d3e2+D+G8hpvD6W/0Z5u6jRYuLeih9eBj9WPOcrbYZeSSywhtBNFKNCP1kYwxxpRfwEI4kdzcXNq2bcuBA2UfQ+MCaSIuhBMaZYyitlmbO7Q7eNDyIEf1o7xgvFAuJ36VTZCLC4siIvgmIYHHDx9m2vHjfJ+YyONhYQytUQMPTbPr/nRc+S05mcj0dCLT0tiRnk6SzYZJXn9JE/J+xj+NCbSNj2fU1q0MMgy7DcgmhHCMOOIYqY1ENVU+1z/HF/vPb/t5fDxPHj6Mn6axtEULmnt42H0fwrkpKHypf8kCcwHzlfn8rf7N3/zNWHUsA8wB3GXcRT+zH5bLnNavXbeWb/t8y1p1Lb2MXsw2ZleL8wUhisPFxYXs7Gy7lilnf0I4qRvNG1ljW0OoGcpL2ks8qD1IDjmODqtCKIrCsKAgItu2ZWBAADvT03kwOpq6mzfz2KFDbE9LK1F5JioHMzNZkZxMhlafVEtzklyuJt71/0hw78+AvXt54dgxvk1M5ER2Nh6qirem4Wux4G+xEGixEJyZSUBWFhvq1uXOm2+m0ZYtTDp2jGNZWfn7KY/m9pWhCX9ZOHv8ouSc5TU3MBipjeSMcobnjeftPk0SwM+JiYyKjsZLVfm5RQva2mEAR1E1eeDBKGMUf+p/sjN3J+P18dSgBkvUJQyyDKK2pTaDtcG8or7CamU1qaTmbzszayZztbk0MhuxSF+ECzJwnhAXe+CBB3j77bex2Wx2KU/uYAvhxNrRjg22DQy0DGSBuoAflB/wxht33HHDDQ/TA3fc8cCD5mZzBpuD6WR2Qq0i19ZCrVaWNGvG7vR0Po2P54szZ/goLo6P4uJo5+nJA6Gh9PPzI9lmIz43l/icnPz/z7p0QLe6Y6ieGIo7LbdtyyvU2ja/fMXMxcNM4oGaLWjj5UUbT0+aursXORft6JkzYdAgFp05w+sxMbwZE8MN/v6MCgtjYzkMGFeRg9CVx74KK1MbPgJSUujt5Yk2fESZmveKyseRAyeWxHvqe/ym/kYXowvPG8/bvfxN585x58GDaIrCkmbN6Oztbfd9iKqpKU152XiZ6cZ01iprWaAu4DflN5apy1jGMgAUU6EZzWhttmZl/5X4mr58b/ueQAIdHL0Qlc/27dtZv349a9eupXnz5nj8pyXRggULSlSeJNhCOLl61ON32+88rD3MFmULGWSQSiqZZKKrev56v/Irb/EWYWYYg4xBDDYH093sXiWuZLf09OSthg15uV49vktM5NP4eDakprLt0KHLb2SpA4Bi5mAxkhkQ1JgGrq7Ud3Ojvpsby+fOZdaECfnzOxfX8Pbt6dW4MTPq12fB6dN8GBvL0uRkliYnU6NLF1qcOcMtNWqglbDcyqDCEqOUFFBU+qRn5g1QJZxGm/VTSMxJp25oDj+sn+Lw+eVLW193spPn1OfwMX2Yp8+7bNPb0orOzGTw3r1kGgbzwsPp4+dn1/JF9aChca15Ldfq12JiEk00/yj/sEnZxD/qP+xkJ3vVvShGXhPzpjR1dMhCVEq+vr4MGDDAbuVJgi1EFeCHH4v0S+/y5ZJLBhmkkcaT3z2JeqvKb8pvfKh9yId8SIAZwE3mTdTZXYfRzUYTQogDorcfd03jjuBg7ggO5kBGBp/Fx7MvM5NgFxeCXVwItVrz/x++ZTbY0nCx5PWl/qrpTQXK+jszs8TJNfx7Qu9nsfBYzZo8GhbG2pQU3o2N5RfgzoMHeenECSbWqcNQJ020/0vmuhYXJOakoyoKMeGuGCWcX748lCbBvjAlV46Sw1zbXBrQwK4xncnNZeDevSTYbLxUrx63BwfbtXxRPSkohBNOuBmeN9K9ARlksFXZysK5C+k3UkYMF+K/DMNgzpw5REdHk5ubS/fu3Xn22WdxL+NAk5JgC1GFueBCz/Vv5d1ROh1G+lp/TvX4jJXKSn5Qf2CpspT56nxoBS/zMhFmBD2MHvQw837CCHP0IZRahIcHMxpc/sTYYp7DQKe8PwYVRaGPnx99/Px4+M03SbjxRn5MSuKugwd5uYok2o6Y69pZmhlXN4FWz7zPm+gc0pv7OzqcEjMxGaeOY5+yjxHGCG43b7dr+Rm6zs179xKdlcWo0FDG16pl1/KFuJgHHnQ3u7P6ZPlP6SmEM5o5cyYzZsygV69euLm5MXfuXBITE3n33XfLVK4k2EJUcf+9o+SBB4PMQQzSB5FDDhuUDbz4x4uYPUw2K5s5oB3gYz4GINwMp114OwcfQdURkpbGB82asSM9nZdPnOCHxETuOn9Hu6OXFxZFyf9xufC/qtLYzY1Wnp409/DATUYmByTBrqwuNAmf+selF1wqW/PxwsxWZ/OJ9gmNzEbM0efYtWzdNLnz4EE2paVxo78/sxo2RHHiC2tCCOHsFi9ezJtvvsl9990H5J1b3HbbbcyZMwe1DOdbkmALUY1ZsdLX7MuGlRuY2nUq6aSzUdnIemU965X1/K38TcytMSSTjD/Odzeqsmrt6cnXTZuy83yi/X1iIgcyM6+4nQaEu7vTytOTVp6etPH0xJATdOEkKlvz8f/6VvmWZ7RnCDAD+NH2o12n5DJNkycPH+aXpCQ6enmxMCICi7x3hRDCoWJiYujX79/uE7169UJRFGJjY6lVhhZGkmALIfJ54pk3YIp5LQCT1Em87vk6k/XJvGO84+Doqp5Wnp581bQpJ7OzSbLZsJkmumliu+gnwzBYtns3aaGh7ExPZ39mJvszM/k6IQGAoM6d6ZuSQk9f+8/Pay9yp7n6cbbXfKOykXu1e7GaVpboS2hCE7uVbZgmr8bE8FFcHI3c3Pi+WTM8Nc1u5YvKS1raiOKoznXkzz//5J133mHHjh3ExcWxcOFCbrzxRgByc3N56aWXWLlyJceOHcPHx4eePXsyZcoUwsL+7cKYnJzMhAkT+O2331AUhYEDB/Lqq6/iVYxpD202G25ubgUec3FxKfN0XZJgC3Elvr6s0W30SUuHSpzE2Js2fASTspP47DN35gZ+xH3cRzukuXh5qOXqSi1X10sez29SG51DOv5E9phGtmGwLyODnRkZ/JyYyI9Av927ubVGDV6rX5/ahZTjaIWdPFzcXPh/q54m0OpZKZsMi9JxphPGaKIZog0hW8lmoW0h3cxudit7e1oaTx4+zMZz56hhsfBz8+YEW612K19UbpJgC+CK55HVuY5kZGTQsmVL7rzzTu66665Llu3cuZPx48fTsmVLzp49y3PPPcftt9/O2rVr89cbOXIk8fHxfPfdd+Tm5vLoo4/y5JNP8sknn1xx/6ZpMmbMGFwvOnfKyspi7NixBabqKuk0XdKZT4gr0BcvYm2LFujLl1Wv+XhTUvDMduH995tgqvCY9hgGMmVSRbq4SW3i+Sa1rqpKGy8v7g4O5ptmzRixdStN3d35JiGBltu28VpMDNlG5X+dLj42VVHyjw/IOwExDdZ4ul9yMqINH4F2Q39679mTN1+2qPp8ffPqgmnY/SJnAgkMtAwkUUnkZf1lhpnD7FJuYm4ujx46xNU7drDx3Dn6+Pqy9qqraFzGkWmFc3DE59S6desqZD+i5KrteWQx9OvXj0mTJnHTTTddsszX15fvv/+em2++mfDwcDp27Mjrr79OZGQkJ06cAODAgQOsXr2aOXPm0KFDB7p06cJrr73Gd999R2xs7BX3P2LECIKCgvDx8cn/GTZsGKGhoQUeKymnuIOt6zrG+RNGXdevsLao7i7UEXvWFdM0Cy1P9fFl7fmrkqav7yXr/P777/Ts2dNucZSWedHvhR1HYcenmYBicvMfQfzfpkB+67SZ/+n/4379/vINtoKYF54VM+///x7/5V7zMu2zFGVe6bWrn5jIR1ddxQfx8bwUE8MLx44xLz6eN+rV43o/P7sOolRU/GU9NrjovfvFQgDWTJ9Ot8mT4aJytbMpoCr0Sc8Aw/6vUWHK4zOlurpSfS6M/sXCf+tC3ob5ywJcPPHalzdFXICLZ4leoxwthyHaEKKVaB60PchTtqfQKf1rrOs6umkyNzaWaSdPkmSzUdtq5fV69RgcEICiKFKHqomiPqd0XWfHjh00btzYrvtcu3Yt3bt3L3SZvT+7RcmV5nl2xu8e8/w5VWpqaoHzD1dX1wJ3iUvrQrm+5y+2bt68GV9fX9q2bZu/Tq9evVBVla1btxaauF/svffeK3NMhXGKBDsqKir/BYuOjnZwNMJZ2LOuNG3alAMHDly6YMoL/LpgAUEXmrX8Z52VK1cSGhpqtzhKw2az5c/nbJhmoceRk5NzyePNbDZQ87abObsRaxam8rzyPC2iW+Cn+5V73OVNt+mo5094C3teCntOyqqkZRb3tTscFcX/Ae29vHg7M5Ofs7IYcuAALTSNu9zcuNbFxS4DKhUVf1mODfJGWI7cv58s0yQLyDJN6jdrVmS9xCj8OSkv8v1T0I4dO2jdunWx1/c0LaTYsqh3KJezTbxL9Npdrn4tCrqNBb8u4K4eeZ/BxS3TwOCnW37ioHqQrqldGX1kNAc5WOx4CrMtN5c3MjPZd/YsLsBINzfud3PDPSGBg+fHTBDVw5U+p3bu3Fmi905xXO49Erh6DWFHjmAOHUZin94k9u1TYPllz2+EXZXleXam7x5FUahXrx4tW7YkLS0t//FnnnmGZ599tkxlZ2VlMXXqVG655Zb8u8rx8fEEBQUVWM9iseDv7098fHyZ9lcWTpFgh4eHYxgG0dHRNG7cGE0GBxFF0HXd7nUlIiLissusVutllxe1rKJYTlnyryKqplloPIXFabFY8k8QmsX78LTxNK9aXmV+0/m8ZyufK34VSTulYeoGmqahculrXB6vXUnLLOlrFwF0Bf4+d46pJ07we2oqz6anU8dqZUxoKPcFB+NrKf3HfknremxODn+kpnIoK4tkXSfFZuOsrnPWZiPFsx8mLhiKBdAwFQtdzp4tsL1XvXrc7erKI6GhNDw/CMnF9RKj8OfE3srjM6Uq+Oqrrxg2rPhNqvdEvAzA9I3TmTx6con21a9fP7t9zsYTz3iX8RzUDtLGaMP31u/xjvAuUTwXGKbJ0uRkZsXGsvH8yeQNvr680aABjf4zcI6oPor6nLpwN9LenyeXfR9ERBA7/QzK5MnUAGpcstix5yjVRWmeZ2f87jFNk5ycHHbv3n3JHeyyyM3N5b777sM0TWbOnFnWMMudUyTYmqblv0iapjlNJROOVVF1RVGUy+6nqGUV6cJHnAmFxlNonMpFWyomz5jPsMhcxGfaZ9zP/XQyO5VjxOVPQclrrqooYJqXHH95vHalKbM0r11XPz9W+vmxPS2NOadO8VVCAs8dP84rJ09yf0gIj4SFUb8UJ/9XqusnbTbWp6SwISWFDampRGdlXb4w1Q/FzEXBhmLmoJg6nXzr4KFpuKsqrorC6pQU3o+L44O4OAYEBPBEzZr0VPJeu7ydXvq6lSf5/imotO+R0mzXp0+fyy4rbnm55PKB+gHT1emkKqkEnAngB78f8NP8ShQLQJZh8MXp08w6dYqD56fYu8bbmztMk/ubNZN6Ut395/uzsPpg788TZzgXEaXjTN89F1oc+/j42K2L2oXk+sSJE/z0008F+kSHhIRw5syZAuvbbDaSk5MJCQmxy/5LwykSbCGE43ngwVv6WwyxDOEx7TH+sv2FhnN84FdXbb28+KxJE16qV4/3Y2P5OC6Ot0+d4u1Tp2jt6UlfX1/6+vnRzccH91J8eR/LyuL31FTWp6TwY7duvLJlS/4yq6LQ1ceH7j4+tPb0JMBiwe+in6vWPYt20ZevYZqsa/VmgfLTdZ2Fp08z59QpfkpK4qekJNo9cD9PbNrMsL37sOqVfzA3UTmsVdbylPYUe5W9eJgevKi/SNsdbanZs2aJyjlrs/FhbCzvxcYSn5uLAgwODGRcrVp08PCQprZCCGFHF5LrQ4cO8fPPPxMQEFBgeceOHUlJSSEyMpI2bdoAsH79egzDoH379g6IOI8k2EKIYrvJvIn+Rn+Wqcv4RP2EiDUR1Xp6CWdRy9WVl+vX57k6dVhw+jTzT59mW1oaO9LTeevUKVzPJ8N9/Pzo6uODl6bhqii4qSqu5+8mu6oqKW5uLDx9mt9TUlifksKR7Oz8fVisVnr5+tLdx4cevr508vIqMmkvznVtT01jVFgYI0ND+TU5mTmnTrEGuGfQQN7p2JFfFi8m4IqlCHu7eIq1H9ZPqdTTq53gBBO0CXyrfgvArcatzNBnUIc6UMLxJyPT0hiybx8xOTm4KgojQ0J4olYtmpwfGdyZBiISVUub9VPwDE2WKQ+F00lLS+PIkSP5fx87doxdu3bh5+dHaGgo99xzDzt27GDx4sXoup7fr9rf3z+/W0Tfvn154okneOutt8jNzWXChAkMGTKkwFzZFU0SbCFE4Xx9ISWFNV6e9NH+/aiYpc9ijbKGF9QXuGfzPZJgOxEvTePhsDAeDgsjKTeXtSkprD57ltVnz7ImJYU1KSlFF9C9O0RFAeCqKPTy9aWHjw+9fH35dfZsXpoypUzxGRgc5CCblc1EKpG0Nltzl3kXqqLQPyCA/gEB7L37Hp7r24fljRvT4567WZqVRT3p61puCpvH9+Ip1oyLp1erRFJJZZY6i1nqLDKUDJqbzZmtz6aX2atU5f2SlMRdBw6Qbhg8EhbGc7Vry3zW4vIu8/1ZXhJz0kkOd0U9//t/yfe0qKwiIyMZMGBA/t8TJ04E8qbPevbZZ1m+fDkAPXr0KLDdzz//TLdu3QD4+OOPGT9+PIMHD0ZRFAYOHMiMGTMq6AgKJwm2ENVYUXeiLszVuHbqVHpOnZr/eAMaMMGYwHRtOuv7rq/okO0mwMUT9wMJnIzQCLR62qXMVFJxwQV3yn+uW234CEhJobeXJ9rwESWeWzPAxYVbatTglhp5Q94czspi9dmzRKalkWWaZBtG3s/537MMg9ijR7mrTRt6+vrSydsbN1XNL2+V+d9Jt4oWaPXkNGfwyzrBqaYJ4J9AsGUeqUpqgfV+N37nPf093MhLoq86c4Yfv17Cwzdcz//atqHXrl380qIFLTw8SrT/ktqxY0e1Ggwo/7MhOod0da3T3BHLJJMP1A94XX2dJCUJH9OHmfpMRhujccGlxOWZpsk7sbGMP3IETVH4uHFj7nFgvz7hHC73/VleAq2eeO7Nm66usO8zSbBFZdWtWzeSk5Mvu7yoZRf4+/vzySef2DOsMpMEWwhRYuOMcXyifsKODjs4bBymIQ0dHVKJbes2mUm/TuKl0S+VefCQoxxlhjaD+cp8vPDiAeMBxhhj8pqhlpeUFFBU+qRngln2vsgN3dxoeIUp5aZ+9x0vDBxY6n0YGGxXtrNMWYZH75UkqFu4ePKiMDOMnkZPOpodiTAjmKxNZoG6gAMc4Bv9G8LIa+6lmSYfLVtOUEY6M7p2pc+uXfzUvDmdvUs3EnRx7Ny5s0QjZjs7Z7hLfbFccvlM/YxX1Fc4pZzC3XRnnD6O8cZ4AkrZkcBmmjx1+DAfxcXhb7HwVUQEvfz87Bu4EHYQ2WMaU9dMZeroqY4ORQgBqFdeRQhRVUX2mMaJa9+kX1xAie5QuePO88bzGJrBS9pL5Rhh8axbt84h+z3OccaoY2hhacGn6qcEE4yOzkxtJk0sTbhTu5NNyiaHxGZvbdZPYWVoEnVWPU2b9Zc2Bb/cHZJ00vle+Z6HtIeob6lPF0sXXtReZIu6hXZGO7r83oWvbV9zJPcIx2zH+Fb/lmeNZ7nZvJk/bH/Q3+jPJnUTXSxd2Pz/7N13fBTF+8Dxz8xeCiQhhAQIJXQIvQoI0hELggVQARH1h4qKvQCWrxTFLihW7IqIBbHSkaaiSJHee+8QIECS25nfH0eVloS7XMrz9nWGZLM7z17m9u7ZaWr2ieMqYNDUabxSpgz7vF6uXLyYiem40y1yF4Nhca3F1PDU4H7nfnayk3vce1jmXcaL5sVMJ9dJXi/XLV3KsO3bKR8ezowaNSS5Fn4R0rUbV6xYSeg17X09kYQQuY4k2EKITLnd3E703mi+Ul+xjGVBjSWrE+xNbOJ+fT9VPFX4yPmIwhTmTfdNVnhXsM67jtfc1yhFKb7V39LE04RmTjNGqVEYnXNnvd6TmszmimFopdI9xm+WmkUtTy1u9tzMZ/ozDnGI68x1DPMOY0PaBv52/6blxJZcb6+nBCXO2D+aaL53v6e325utaiutnFYMv3zbab/zcIkSfFyxIinGcMOyZXzzn+U6RO5lMPRwevDzTT+zjnV0M91Y7F3MUDOU4mRsdvBTrTt6lGYLFzJp/36aFCjA7zVrkhjgIQgi71BJSbQ4dMi3TvaF5r0QQuRIkmALkYtkZaIZSihNpzTFKMNAZ2CWlZtVzpYwGgxP6iep4qnCB84HxBHHEHcIy73LudfcSxhhFKAAD5oHWepdyrfeb2limvC3/puunq583OtjZqqZWX8yWcxiGaKH0NJpyUa1kdvMbYz1jmWbdxvfud9xh73jRHfvC3FweN48z3DvcDSa2/su4Ym7V+A95WbFrUWK8F2VKjhK0X3lSgZv2XJiLU6RO1ksfXVfRugRxO2IY553Hp+4n1zUcBVrLV/t3EmD+fNZduQItxQuzLhq1YgLyfjYbSGEEHmXJNhC5CJnS7BjQyMw1lJyVYrfJvM6rvr86iTaRL7X3/Mv//r12MH23wTbYLjXuZfXndeJIYbX3ddZ7l1OL9PrxARcp3JwuN5ezxR3Cn+n/c315np2xe+ihacFdzt3s/u00cdncnFJKbKWfTXHs7f2r+yvM4bOTme6Ol3p5nSj25OL6fnwEpaVOuTP075oe9lLB6cDfZw+RBLJd97v+ND9kMvt5YQRlunj3mxvZpp3Ggk7wxh84wbufnTpadvbFSrEuGrViHYc+q5fz43Ll7Pf673Y0xHZ1GA9mDecNyhlSzF0xVCqUe2ijrc3LY1uK1dy+6pVHDaGl8qU4ZOKFQnT8jFJ+JeNjmZaZCQY65tt/D+CNeRJCOE/8s4hRC6X2XHW6aGtpp/rG487wMkZswxnhsXyoH6QT/WnVLKVmO2dzQPmgXTPFl6XunzrfsvNn91MOVuOz/Rn1PDU4FP1KYbTu41vYQvP6+ep5KnE/nq/crT4ClLi15ASv4bRejSj9Ci+1d8ysvV2PrpmC03e+IcZNc4cexyMD2l/q79p4GnAGD2G+qY+/3j/4Tp7nd+OX4c6zLqvAZU25efzK7fyZ7X9p22/rEAB/q5dm7oREfy8dy8N589n3qHsdQNCXPyMxl+oL3jSeZJYG8uv3l/p1KjTRR3vt/37qTd/Pt/t3k21/PmZWasWj5YogVLpWa1diIxJ++pLJiZWInXML2dd/UESbCFyPkmwhcgjArVMRwfbgVq2FmP1WP5WfwekjGCyWB7Rj/CB8wEVbAUmeicSz/ln2z6X8qvK86/3X55yn+IgB+np6UkrpxULWcgkNYkbnRup4KnAQGcgO9hB+NZECv3TkcLT7yB22m0sS1vGkrQlLEpbxJIH2/DaexVJivBy5Sv/8q369rSysvJDmsEwWA+mldOKjWojD7kPMdWdShnK+L2sovvDGPJuZQAevW/lGTcoyoWHM71mTe6Nj2ddSgrNFi7k/W3bpMt4NnIx16Ixagw9nZ5E2Ah+dn+mMpUzfawjrstja9dy9ZIlbE1N5ZHixfmrVi1qRfi3p48QQoi8RRJsIXKYzCZOgUqwNZoBrq/1+ln9bEDKCBaLpbfuzbvOu5Sz5ZjonXhRkyeBbwb2/qY/c71zaWlaMlPP5JKQS7jGcw0/6Z8oQxledF9knXcd0QuuJGxvSTxHCuA5Ek15ylORiiSSSMXXx/DgnUu4YWQHtCeUbp5uDNFDsGRtIplMMjc7N9PX6UskkYzyjuJV8yqhhAaszKvmxHH1rDjmJB5ghBpxxvYwrXmzfHm+rFSJUKV4cO1auq1cyUHpMp6j/aX+oqvTFYXiG/cb6tv6mTqOtZZp+/dz6YIFvLVtGwmhoUyoVo2Xy5Y9bW13IYQQIjPknUSIHCY7dh+72l7NpeZSpulpTFFTgh2OX1gsT+mneNN5k9K2NBO8EyhJSb8dP5FExrvj+dz7ObVsLa431zPWO5Yl3iU8Zh6jMIXTdZzKSyszwZ1AIVuIPk4fHtWP4uL6Lc7z2cpWWjut+Un/RD1Tj3+8/3Ctzfw62Rnx2rBEPF7FM84zHOLs3cBvKlyYv2vXpnr+/Hy3ezeXLljAL3v2kGJy7mzu2UEg53U4lyUs4Xrneo6oI3zkfsQV9ooMH+OA18t727ZR+99/uWLJEpYdOULXwoWZW6eOLMElcrxA3UQXQmScJ9gBCCFyPoVioBnIFfoK+ul+tHRbosia8YtO5y60dL04V7eF6OizjmnLKIuln+7H687rJNgEJnonUprSfoj2dApFF9uFLt6zr4UaGxrBntRkSq1OJblqzFl/p0WLFjSyjZjunc61nmt5x3mHzWozlTyV/B7vqRaykOs917NZbeZ6cz2fuZ+Rn6xbyqjypgju+6kkQztu4lX9KgPM2ecAqJQvH3/UrMkja9fy6c6ddFy+nGjH4drYWDrFxtK6YEFCpdUyQ47P5TDNM40WzVoEvLx/+ZeOno7sU/t4zX2NrrZrhvZfnJzMsO3bGbFzJ4eMQQFtY2LoVawYbWLO/roSIqeRBFuI7EM+VQghziu9b9otbAtampbM0rMYq8YGNqhTJSXRKvkIKO23NUUH6UG85LxEcVucCd4JlKWsX46bUemZoO743yeRRGZ4Z1DP1OMn/RNf/d9XrGNdQOJKKbyeFp4WbFabecx9jK/drzOdXF/Mh8L/fVmOQrYQQ/QQNrDhnL+X33EYVrEik6pXp0fRojhKMXznTq5btoyS//zDXatWMWHfPnanpclY7QwI9Af6Faygq9OVhiEN2aw284T7BA+aB9O1b7LrMmLnTlovWkTd+fMZtn07YVrzWIkSLKtXjx+rVpXkWgScJL1C5E3Sgi2EOK+MfEAYaAbSVDeln9OPq71Xo3PgPbyX9csMdAYSb+OZ4J1ABSoEO6R0K0pRJruTuYVbGFt6LNVtde42d/OkeZIiFPFLGcmlFnCgynQcNO9536OH7XFRx7uYD6CFDobQz/TjIechnnKeYoR75njsUzWPjqZ5dDRDy5VjalIS3+3ezU979vD5zp18vnMnAAUch3Lh4ac9yoeG4sqM0llmPet53nmeL9WXGGVItIn0c/vR0XY8737GWv44cIDhO3fy/e7dHDo2FKB+ZCT3FCvGjXFxMsZaZClJsIXIm+SdRgjhNw1tQ9qatixUC8+Y1TpYMjJmfYgewv+c/1HYFma8dzyJJAYusACJIIJR7iiu+ukqYonlHecdKnsqM1AP5CAHM31ciyGp8nQOVJ2G8obwq/vrRSfX/nCXuYsqtgrf6e/4U/2Zrn1CtOaKmBg+rFiRzQ0a8FOVKtxVtCjNCxQg2nFYkJzM6D17eG3LFu5bs4Yrly1jRNOmvPXqaxz4z0Rp2XFOhJxqG9t4SD9ENU81vtBfkEACH3k/4l/vv3Sync457GTNkSMM2LiRynPncvnixXy+cyfhWnN/sWLMqlWLP2vV4tYiRSS5FtlGzZo1gx2CECKA5N1GCOFXz7nP4ViH3k5vkvBPl+2Lkd4E6B39Dn2cPsTaWMZ7x1OVqn6LwencBefqtrRcsgSn89nHW/uTBw91/6nLMu8yBroD0Wied56nsqcyb+u3SSElXcexWOYxj6f10+xpNpzDZebjHImi0N830tq2DvBZpI8HD6+5rwHwmH7sjGW7LiRUa64uVIh3KlRgUo0arKlfn6RGjVhYpw4/VqnCGxMm0GXxYvZFRNC7aRPKzZlDn3Xr2JTiew4lwfaPqWoqVTxVeM95j1hiedN9k8XexXS33fGco7Pd9tRUuq9YQZV58xi0aRNbUlO5tlAhRlWuzPr69Rlcrhx1IiOz+EyEuLBatWoFOwQhRABJF3EhcgGncxdISqJlZARO5y5+megrs2pQgwfNgwxxhvA//T+GmqFBiyW9PtQf8ojzCAVtQcZ6x1KDGv4tICkJlPaNFbcZn8E6s90MI4igr+nLXeYuXtGv8K5+l0edR3ldv059W59KthKVbCUSSaSSrUQMMVgss9VsRqvRjNajWa/W+w6WT1NwbRk86y6nSDpnOM8qbWwb2pq2jNVj+dJ8SXfb/aKOF641lfPnp3L+/Diz5/DAnLkMmjiJ9xs2ZFizpgzZupWhW7fSKS6O/FFRWGtR0oU803axi9uc2zjCEZ53n+d+c/95x/S71vLB9u08u2EDSa5LxfBw7itWjJsLFyYuJCQLIxdCCCHOJAm2ELlBkBK4c/mf+R/f6+8ZpofRzXajgW3g1+P70+fO5/RyelHAFmCsO5Y61Al2SGe42L9PLLG8bF6ml+nFc85zfKW+4kf94xm/V9gWJoQQtqqtAITaUNqatnQwHWhn2zH046H079//omIJlJfdl5moJvKM8wwdvB2IxL8tlyUOHuTFKVPp8+gjfLZzJ29t3co3u3fDpZcyY948ro6JoW2hQjQtUIAw6YqcbhbLXc5dbFfb6e32prfpfd7fn3vwIL3WrGFecjLhWvNc6dI8Ury4zAQvhBAi25B3JCGE3xPsSCJ5w30Dqyz3OffhxXvhnS4gEF1xl9Zdyr2ee4mwEfzi/sIl9hK/l5GdlKIUH7ofst+7n0Vpi/je+z0vui9yh7mDy8xlWCy7zW6uNdfymfcztni38KP7I91tdwpRKNjhn1ciidxn7mO72s5z+rmAlRPl8fBA8eIsrVePrxITKbtnD5tSUnh72zbaLllC/KxZdFq2jE937GBbamrA4sgt3tfvM1aP5RJzCf1Mv3P+3n6vlwfXrKHxwoXMS06mbUwMC+rUoU/JkpJcCyGEyFakBVuI3CA6GpKSmBIZQSsne7ys29l2XG+u50f9I2/pt3jEPHJRx5s2bZpfbwR8r79nfOfxhBPOz+7PNLKN/Hbs7C6EEBJJJNEmwn9WperXvx8D+p99SbDs7mnzNN/p7xjiDKGJbUJ72z5gZXmUolNcHIvnzeOxZ57ht6Qkxu3dy7h9+/h5715+3rsXB3ikRAmeLVVKJtg6i8UsprfuTaSN5Av3C0I4vXu3tZZ5hw7xw969fL5jBzvS0igZGsqQcuW4tlAh6ZYvhBAiW5J3fCFyAffrkbjjxjK1WrWgjr/+r8HuYCJtJAP0gPOuU3whtWf0Y1L8XhImP07tGedu5UqvyWoyd4Tcgcd4+D7te5raphd9zNziXDM15wQxxDDSHYnHevg/5/9YzeosKTfK4+H62FiGVazI+vr1+btWLf6XkEBcSAivbdlCg/nz+edg5mdwz42OcIRbPbeSolJ4033zxHJ4rrXMSEri0bVrqTBnDo0WLuSVzZvZ4/XyaPHiLKxbl+tiYyW5FrmS07mLbzLMq9tmyYSYQojAkARbCBEwJSnJQDOQw+owDzkPYf/bXJpOe1KT2VwxDK0Ue1KT073f2RLzeczjJucmDIbXNr1GS9MyUzGJ7KmxbczL5mWSVBI3e27mMIeztHytFHUjI/lfqVLMr1OHroULs/zIEZotXMiT69dz1GR8joTc6En9JEvUEm42N9PNdmNjSgr3rl5NqdmzuXzxYt7eto2daWm0K1SIjypUYFP9+rxUtiyRjhPs0IUInKQk31wqSvvmVhFC5EiSYAshAupecy91TV3G6rH8qH7M0rL/m5ivZjXtPe05pA7xtvdtmh9onqXxiKxxv7mfG82NLFKLuN+5P9M3di5WbEgIn1WqxPeVK1MkJITXt2yh/vz5zMrjrdlj1Bjedd6ljC3DW963GL5zF3X//ZePd+zgqDHcHBfHV4mJbGvYkNFVqtC9aFFiZXZwIYQQOYQk2EKIgHJweNd9F201jzqPcoADQYnDDU2mnacdu9QuBrgDuN29PesKj44Ga5gSkc/3bxFQCsUwdxiVbWW+1F/ykf4oIOWktztn+9hY5tepQ7fChVlx5AjNFy6k7/r1eG1wEv9g2sY27nLuQlvNG0c+o8fybdy5ahUpxvBymTJsbdCA4YmJdIqLk9ZqIYQQOZIk2EKIgKtLXXqZXmxRW+iv+2d5+cZJYf8lP7NWreVe9176mr5ZWn52HSP/X/4e6x5MkUTyrfdbIm0kj+hHmKPm+L+QDHTnLBQSwieVKvFDlSrEh4YyeMsW7l61CpOHkmyDoYfTg91qN512vsFd/3r4Ze9e6kREMKt2bR4pUUKWOBPiPAKxmoYQwv/knUyIIMlrb5T9TX9K2BK8o9/hUf0oM9QMXNyAl2uVl311xuCN3kVH05HBZnCOnsgrPTI7UU5mx7pnV5WpzIfuh6SqVG52bmY3u7O0/LO9xq8pVIg5tWtTNX9+vty1i4fWrsVmwyQ7NjQCYy3GWmJDIy76eC4u9zr3Mtn9i8JLB/PtshrsTUvj6YQE/qhZk6r58/shaiFyt7z2uUGInCp7rOcjRB7k72WnsrsoonjffZ+bnJt423mbt3mbwrYw7Ww7rjPX0dq2JowwAPaxjwVqAfPVfOar+exuMh4bepSwXWUI21YRL1486bh8WSxJNSeRGreJkD0l+azAZzjkgW6nSUm0UlomygE62o487D7MG84bdHe684v7S8bqQHQ07E9iWmQkrUNCM1T2uV7jcSEhjKtWjdaLFjFs+3YitObFMmWy1czY85v5b6k2L15u5W6+33oIz6Yv2JVSiMR8+fi0YkUuiYryWzlCCCFEdiAJthBBUHtGPyLi9/Hx5MeJDY3w64fZ7OxKeyWbvZuZoCbwk/6JsWosn+pP+VR/SpSNooFtwBq1hvVq/ek7RiiU8XCk5FKOlFxKaVuaDqYDN9obaa7sia44h8NcFqrZLGQhC9VC9jb6Hm/BnXgOxFFw3jWEtQjL6lMW2cAgM4g5ag6T9WSa0YzOtjM3mBsoSckL7ut+PRLXdZn4zDM0e/55v92eKRYayrhq1Wi1aBGDt24l0nF4plQpPx09+1iTcpD22z9h9fabwBuFAR4oVoznS5cmn4yxFkIIkQtJgi1EEOxJTWZfxTD0sX/nJVFE0cl2opPbiRRSmKqm8pP+iV/UL/ymfyO/zc+l5lJq29rUtrWpRS2u+204Gk1K3EaOxK/gSPEtDHOGMYxhFB8ZRv3l0SwvdYhVJQ5jnMtOFlYQPElFKDTvWpQ3+Ml1XuqxkJ2EEMIIdwQ3czN/67+ZzWwecx6jkWlER9uRDqbDGcl2GmnsZje72MUhdQij/b+8VunwcMZXr06rRYsYuGkTkY7DwyVK+L2cYJh18CBDtmzihz17sFyCdo5yZ/EYHitWjrLh4cEOTwghhAgYSbCFyCFqz+jHntRkSsWn5pqW7zDCuMpexVXuVbzN22xhCyUocUYXXmVGopQifFdZQneWYWWR5xinxvGd/o4xUT/wU5OdhKQpaq6LpEa5G6hpa1LT1qTbtFF4vL6xnSZISzWdShLs4ClGMWa4M1jtrma0Hs33+nv+0n/xF3/xuPM4l5hLCCOMnWonu9nNPrXvtP3jHo7jGnUNzWjm17gq5svHuGrVuHzxYnqvX0+k43BnfLxfy8gq1lom7t/PoE2b+Pv4UmTh2yldYi5T4p4gwRMb3ACFEEKILCAJthA5xJ7UZLRSvkmoOHvLd05O4BwcSpG+LrL5yEcH24EObgcOd7qCLYXTKL81HyFecMd9fOL3dNoYcvl8ZiKDKlCB3qY3vU1v1rDGl2yr75mjfbOMh9twClOYsqYshY/9t9vuZnzx8VzO5XQz3XjRfZGiFPVbTNUjIhhTtSpXLFlCrzVryKc1txQp4rfjX4g/5oOYun8//Tdu5K9jiXWBAus5kPAxzQp5+NGMJpJIP0QqhBBCZH+SYAuRi+TkBDuzoo54qLzp+ORT/u/Gm1Xy2qR32UF5yvOEeYIneILd7m7CCSeCiDNmmXddl24fd2PBnQv4Un/JL+oXBpgB3KsNHuufxTjqRUXxc9WqtF2yhP9btYrZhw7xXKlSRHkC9zbtdO4CSUmoyAic94dlagm5P5KSGLBxI9MP+Na3b1wggj1lX2VFzHdcaa7kW/db8pHP36ELIYQQ2ZYs0yWEENmALL8SXHHEEUnkOZdwK7OyDHNS5zDQHUgqqTzsPEzDd/9hZtX9fovhsgIF+LVqVUqGhvLutm3UmT+fCfv2XXjHzEpKAqV9a3lnYLZ5ay1/HzhA2yVLaLV4MdMPHKBRVBTjqlUhulZ/VsR8R3vTnlHuKEmuhRBC5DmSYAshRBDVntGPhMmPMyl+L7Vn9AtqLLGhEZRcleK3tY9zmzDC6Gv6ssC7gGvNtcyvcIimb/5D4md/0PORZXytvmY724HMr0XeNDqa+XXqcG98PBtTUmi/dCl3rFzJnrS0QJ1Wuh3wevlg2zYaLlhAs0WLmLx/P5dERvJr1apMq1GDKYVeZ5wzlgamASPcESeW3RNCCCHyEukiLkSAOJ270NL14lzdFqKjM9X9UuR+p46tN0GeUX5+swH0n9Kf/vf0D2oc2V0ZyjDKHcWEZxrw2s0b+KvKfj665jAf0R2AyrYyLbsf4so5cdi/C6MyuBZ5lMfDm+XLc1PhwvRcvZoRu3Yxcf9+hpQty41xcVm6Xra1ltmHDvHx9u18s3s3h41vGEbL6GgeKF6ca2JiUErxlfqKV51XKWFL8J37HeHITOFCCCHyJkmwhbhI5xw3m5REK6VB6Qx1vxRCZD81a9Y842dt/4mj7ewiHA5z+avKPn57qQ3T1XTmqDksv87Le9dt5oEfSjHknYqZKvOyAgWYU7s2L2zaxGtbttBt5Uo+3bGDrkWK0K5QIWICOD77gNfLV7t28eH27Sw6fBiAwiEh3FusGP9XtCgV853s+j1HzaGn05NwG84odxTFKBawuIQQQojsThJsIS6STEwlchqZUC3jatWqdc5t+VMcWv9biBbmOQAOcYiZz7bigQdX8NYNGwlLVQzCnnN89/mEa83A0qXpGBdHz1Wr+C0pid+SkvAoRfMCBbguNpZrCxWieJh/umMvSE7mg23b+GrXLpKPtVa3jo6mR3w81xYqRKg+fWTZVrbS0elIikrhC+8X1LP1/BKHEEIIkVNJgi2EEHlI7Rn9iFi+j43eXzO8lrok5ekTSSRXz45j8hNRtBg8m9du3kCI258BJvPr1teKiGBmrVrMPXSIH/bs4ac9e04k2w+uXUvDqCgujYoiRCk8/3k4QEGPh4SwMBLCwigVFkaEc3Kt+RTHYVTlKry/cCEzjy2zFevxcE+xYtxZtCjl8519orIjHKGT04ltaht93D50tp0zfX5CCCFEbiEJthBC5CF7UpPZd5611M8nWyTY0dGQlMSUyAhaOdn7LazMjnxMfuISWrz+Dy/GvUgYYTxlnsr08bRS1I+Kon5UFINKl2bZkSP8eCzZnnXwILOOJcfpEevxULrH/1H84CFmlSjOrogIOHiQS6OiuDs+nk5xcYTrc8+DarHc49zDHD2HdqbdRd08EEIIIXKT7P3pRAiRp0jXZXEhxycLnNq/P8379w9uMOlQYWt+Jj9Rj5afrKG/059wwnnUPHrRx1VKUTV/fqrmz89TCQlsOHqU1UeP4lqL11rfV8C1ljRrGfHzz1Rv1YqNKSlsTElhU0oK84oVY14xyJ+ayp3z/uWuO26nTmRkusp/Xb/OSD2SqrYqn7ufo2VREiEu3rEbiCf+LYTIkSTBFkJkmNO5CyQl0TIyAqdzF7/MkH4xXZdF3pOTbsRU3hTBeO942nja0NfpSyih3G/u92sZpcPDKR1+5szdtWf0Y09qMqXSUhmxZtlpry1vu/ZsLhBNkcOHiUo5ivtA+mL6Tn3H0/ppYm0so72jiSLKr+ciRF4lq40IkTvILWchRMYlJYHStEo+4rcZ0vekJrO5YhhaqQx3XRZ5TyAS7GnTpvn9mMdVpzpjvWMpaAvyqPMoH+oPA1bWqU5dBu6/r60w16X8/v1Epaam+3iT1CRud24njDC+db+lHOUCEbYQ4j+czl1ouWQJztVtfTe5hRDZliTYQmRDgfygn+tERzMlIh9YI13qxEUJ9OuuDnUY644lykbRy+nFTDUzoOX52z/qH25ybsJgGOGOoKltGuyQhBBCiGxHEmwhsiFJsNPP/XokU6tVwx03VrrX+UFO6nrtL7Vn9CNh8uNMit9L7Rn9AlrWJfYShrvDAXhCP4HBBLQ8f1nGMq51riVZJTPMHUZ72z7YIQmRp7hfj8T26iXvdULkAJJgCyGyvdjQCEquSsFYS2xoRLDDydXyYoJ9ajfqrBie0Na25QpzBbP1bL5R3wS8vIu1kY1c47mGvWovL7sv0912D3ZIQuRJefH6LEROJAm2ECLbm99sAG22F2LT5a/J5GciZ7jA0IWX3ZfRVvOM8wyHORyEANNnF7to62nLZrWZx93HecQ8EuyQhBBCiGxNEmwhhBDCzy40dKEa1bjT3MkmtYk39ZtBiPDCDnKQa51rWalWcoe5g0FmULBDEkIIIbI9SbCFEAHh73Hk0jUuA2TitxzhWfMsBWwBXtGvsJ3twQ7nNGmkcZNzE3P1XK4z1/GO+w4KFeywhBBCiGxPEmwhREBkZYItyffpZOK3nKEIRehr+pKskunnBHZytYzqrXvzm/6NZqYZw93hePAEOyQhhBAiR5AEWwiR40mCLXKq+839lLFl+Ex9xgIWBDscAL5QX/CO8w5lbVm+cb8hnPBghySEEELkGJJgCyFyLZl9XGR34YQzyB2EVZbeTm8sNusKj44Ga3zDCY4NJZij5tDL6UU+m49vvd8SS2zWxSOEEELkApJgCyFyLZl9XOQEnWwnGplGTNVTGavGZlm57tcjcceN9Q0n+HokO9jBjc6NpKgUPnQ/pBa1siwWIYQQIreQBFsIIYQIIoXiVfMqAH2cPqSRluUxpJJKF6cLW9QWHnMf4yZ7U5bHIIQQQuQGkmALIYQQWey/kwA2sA3obDqzUq3kA/1BlsfzhH6CP/QftDFteN48n+XlCyGEELmFJNhCCCFEFjvbLPvPu88TbsMZqAcyn/lZFsuCegt4z3mPcrYcw93hODhZVrYQQoi8688//6Rz585UqVKFmJgYxowZc9r2X375hQ4dOlCuXDliYmJYtGjRGcdo164dMTExpz0eeeSRrDqFs5IEW4hsxunchZZLluBc3Ranc5dghyNyKJlZPecpRSn6m/7sU/to4WnBD+qHgJf5j/qH8deOJ7/Nz3fe7yhEoYCXKYQQQgAcPnyY6tWr8+qrr551e3JyMpdeein9+/c/73Fuu+02li9ffuIxYEBw592RhS2FyG6SkmilNCgNSUnBjsavnM5dTp5TdLSs0RxAkmDnTI+aR4m1sfRyenGz52b6uf14yjyFQl30sU3IEVKidjFYD2aBWsB8NZ8VrMAow0fej6hBDT+cgRBCCJE+bdq0oU2bNufc3rlzZwA2btx43uPky5ePokWL+jW2iyEJthAi6yQl+W4cHP+3EDlZdDRTXC+tDiWfWObKH26zt1HJrcSNzo0McAawRC3hI/cj8pM/w8fyRuzlcLl5pMRuxOQ7BEBffC3jHuuhOtUp9lMxOrXt5Lf4hRBCiKz03Xff8e2331KkSBGuuuoqnnjiCfLnz/h7pr/kiATbdV2MMSf+LcT5HK8jwa4rjgXUsTVt7ZnxnLra7anbzrfff1fIDdY5XujcAKy1Z/w8s8/JxThbHKceP9j1BAJz3tmpvJzgfM/JueqKO+JLpgwcSJNnnz3+i6cf8xx170LbABrQgN+9v3NT6E2M0qNYwxq+Sf2GBBLSdT4L1UJe9rzMnqajQYHyhhCyrxieA4UZXPxeaplaVLVVCSOM6eHTpR74QXa6pojsS+qJSK+cWFes9b2bHjhwAKVO9rwKCwsjLCwsIGV26tSJhIQE4uPjWbJkCQMGDGD16tUMHz48IOWlR45IsFetWnXiD7Z69eogRyNyimDXlSpeL+hjFxdjWbFixYltXq8XfezCY+zp286136n7nG2/rHS+czsuNTX1jJ9n9jm5GGeL41TBrieBOu/sUl5OkN7n5Gx1pXLlyuf8/fPVvQvVy+Pe1+/zv4T/MbngZBo5jXhu43NUP1ydKBN11m7ji/Iv4qMiHzE9ejoA+lA0EavrEbalEso6GGtptL8RAOtZD0B8fLzUAz8K9jVF5AxST0R65aS6opSidOnSVK9enUOHDp34eZ8+fejbt29Ayrz99ttP/LtatWrEx8dz3XXXsW7dOsqWLRuQMi8kRyTYFStWxBjD6tWrqVChAo4jM5yKc3NdN1vUFY/Hc1oymZiYeHLbVs+JO3va/mfbOfY7dZ+z7ZeVzndux4WGhp7x88w+JxfjbHFANqonATrv7FJeTnCh5+R8deV8z9+56t6Ftv3XT/zEC94XGBQyiPvK3wdApI2kpC1Jgk2gpC1JSVuSmXomvzm/AVDNVKO3tzdP/D4brRyOTwwuf/PAyS7XFJG9ST0R6ZUT64q1ltTUVBYvXnxGC3ZWqVevHgBr166VBPt8HMc58UdyHCfHVDIRXEGvK+rE/0DZM2I5ftmxcPq28+x3anvVGftlpQucG/juYp7x88w+JxcT6tniOEXQ6wmBOe/sVF5OkJ7nJKN15Xx170L18rRycehn+1HfW59v9DdsZjOb1CZWq9Us18tP+916ph5PmidpZ9uhlaY3c7PPdSOPyA7XFJH9ST0R6ZWT6srxHscFChQ4LcHOSseX8grmpGc5IsEWQggh8rq2ti1t3bYnvjcYdrCDTWoTm9jElvlbeKDWA36ZcVwIIYQItEOHDrFu3boT32/YsIFFixZRsGBBEhIS2LdvH5s3b2bbtm2Ab9gwQJEiRShatCjr1q1j1KhRtGnThkKFCrF48WKefvppGjduTPXq1YNyTiAJthBCiDwuNjSCPanJlFqdSnLVmGCHk24aTTGKUcwWowEN6P9Df1QtSa6FEELkDPPnz6d9+/Ynvn/66acB6NKlC++++y7jxo2jV69eJ7b36NEDODmmOyQkhGnTpvHee+9x+PBhSpQoQfv27Xn88cez9kT+QxJsIYQQedr8ZgMA6P9Hf/rf0z+4wQghhBB5RJMmTdi3b985t3ft2pWuXbuec3vJkiUZM2ZMIEK7KDrYAQghcqDoaLCGKRH5/Lr+rwi82NAISq5KwVhLbGhEsMPJk5zOXWi5ZAnO1W1xOncJdjhCCCGE8CNJsIUQGeZ+PRJ33FimVquG+/XIYIeTo8WGRmCszbKEd36zAbTZXohNl792ouVWZLGkJFolHwGlISnJL4esPaMfk+L3kjD5cWrP6OeXYwohhBAi46SLuBBCBJEkucIf9qQms69iGPrYv487dXz5xgqh0mtBCCGECDBpwRZCCJGrTJs2LdghZBvzmw1g0+WvSa8FIYQQIotIgi2EECJXOV+CLcm3EEIIIQJJEmwhgkAmmhIiOCTBFkIIIUQgSYItRBDIRFMimFq0aBHsEIQQQgghciVJsIUQIo+RBDtrZPZ5llZ2IYQQIueSBFsIkatJMimCRRJsIYQQIu+RBFsIkatJgi2EEEIIIbKKJNhCCCGEEEIIIYQfSIIthBBCCCGEEEL4gSTYQgghcr3aM/qRMPlxJsXvpfaMfsEOJ8vJUAkhhBAia3iCHYAQQggRaHtSk9FKsbliGCY1OdjhZDlJsIUQQoisIS3YQohMkw/tQgghhBBCnCQJthA5RGxoBMZaSq5KwVhLbGhEsEOSBFsIIYQQQohTSBdxIXKI+c0GAND/j/70v6d/cIMRIhtyOneBpCRaRkbgdO6C+/XIYIckhBBCiDxGWrCFENlCbGhEtmqdFzlQUhIoTavkI75/Z1fR0UyJyAfWQHR0sKMRQgghhB9JC7YQIluY32wA/adI67zI/dyvR2KnTcOVIRZCCCFEriMJthDCr6SbrsipsnJOAZm/QAghhMidJMEWQvjXqd10rQl2NEKkmyS9QgghhLhYMgZbCCFE7hAdDdb4xjfL2GYhhBBCBIEk2EKIrCOTO4kAcr8eiTtuLFOrVZOhCUIIIYQICkmwhRD+dZ5WRPfrkb7kZ9xYSYCEEEIIIUSuIwm2EMKvLqYVUcbACnF+06ZNO+vPZZk7IYQQInuQBFsIERCZSZYlwRZ5ndO5Cy2XLMG5uq1vRv7/OFeCPb/ZANpsL8Smy19jfrMBAY5SCCGEEOcis4gLIQLiXMmyJNFCnEdSEq2UBqV9M/ILIYQQIkeRFmwhcpicnqDm9PiFCJbaM/oxKX4vCZMfp/aMfsEORwghhBBnIQm2EIGS2RmzL7CfJKhC5E17UpPZXDEMrRR7UpODHY4QQgghzkISbCECJLMzZstM20IIIYQQQuRMkmALIYTI9WJDIzDWUnJVisyyLYQQQoiAkUnOhAgg6c4tRPZwfGbtaZ5ptGjWIrjBCCGEECLXkhZsIQIoswm2JOZCBIa8toQQQggRSJJgC5ENSRIghBBCCCFEziMJthBCCCGEEEII4QeSYAshhBBCCCGEEH4gCbYQQgghhBBCCOEHkmALIYQQuYDM3SCEEEIEnyTYQgghRC4gCbYQQggRfJJgCyGEEEIIIYQQfiAJthBCiFxFWnKFEEIIESySYAshhMhVJMEWQgghRLBIgi2EEEIIIYQQQviBJNhCCCGEEEIIIYQfSIIthBBCCCGEEEL4gSTYQgghhBBCCCGEH0iCLYQQQgghhBBC+IEk2EIIIYQQQgghhB9Igi2EEEIIIYQQQviBJNhCCCGEEEIIIYQfSIIthBBCCCGEEEL4gSTYQgghhBBCCCGEH0iCLYQQQgghhBAiS/3555907tyZKlWqEBMTw5gxY07b/ssvv9ChQwfKlStHTEwMixYtOuMYR48e5fHHH6dcuXKULFmS7t27s3Pnzqw6hbOSBFuIIGnRokWwQxBCCCGEECIoDh8+TPXq1Xn11VfPuj05OZlLL72U/v37n/MYTz31FOPHj+ezzz7j119/Zfv27dx6660Bijh9PEEtXYg8TBJsIYQQQgiRV7Vp04Y2bdqcc3vnzp0B2Lhx41m3JyUl8eWXX/Lhhx/SrFkzAN5++20aNmzI7NmzqV+/vv+DTgdpwRZCCCGEEEIIkaMsWLCAtLS00xqtKlWqRMmSJZk9e3bQ4soRLdiu62KMOfFvIc7neB2RuiLOR+qJSK+srCuOBZT1fWPPLNOeJS6RPcg1RaSH1BORXjmxrljre5c6cOAASqkTPw8LCyMsLMzv5e3YsYPQ0FCio6NP+3mRIkXYsWOH38tLrxyRYK9aterEH2z16tVBjkbkFFJXRHpIPRHplRV1pYrXC/rYhxJjWbFixYltXq8XfewDi7GnbxPZh1xTRHpIPRHplZPqilKK0qVLU716dQ4dOnTi53369KFv375BjCxr5YgEu2LFihhjWL16NRUqVMBxnGCHJLIx13WlrogLknoi0isr64oTG8tU10urQ8nYmGgSExNPbPNs9ZxoEdDWnrZNBJ9cU0R6SD0R6ZUT64q1ltTUVBYvXnxGC3YgFC1alNTUVJKSkk5rxd65cydFixYNSJnpkSMSbMdxTvyRHMfJMZVMBJfUFZEeUk9EemVFXTHfjMROm4Z7bDzZf0s7/nHFHotHZD9yTRHpIfVEpFdOqivHexwXKFDgtAQ7UGrVqkVISAjTp0/n2muvBXw9nzdv3hy0Cc4ghyTYQgghRF4hKwwIIYTICw4dOsS6detOfL9hwwYWLVpEwYIFSUhIYN++fWzevJlt27YBvuQZfGOsixYtSnR0NN26dePpp58mJiaGqKgoevfuTf369SXBFkIIIYQQQgiRd8yfP5/27duf+P7pp58GoEuXLrz77ruMGzeOXr16ndjeo0cP4PQx3S+88AJaa7p3705qaiqtWrXitddey8KzOJMk2EIIIYQQQgghslSTJk3Yt2/fObd37dqVrl27nvcY4eHhvPbaa0FPqk8l62ALIYQQQgghhBB+IAm2EEIIIYQQQgjhB5JgCyGEEEIIIYQQfiAJthBCCCGEEEII4QeSYAshhBBCCCGEEH4gCbYQQgghhBBCCOEHkmALIYQQQgghhBB+IAm2EEIIIYQQQgjhB5JgCyGEEEIIIYQQfiAJthBCCCGEEEII4QeSYAshhBBCCCGEEH4gCbYQQgghhBBCCOEHkmALIYQQQgghhBB+IAm2EEIIIYQQQgjhB5JgCyGEEDlAbGgEJVelYKwlNjQi2OEIIYQQ4iwkwRZCCCFygPnNBtBmeyE2Xf4a85sNCHY4QgghhDgLSbCFEEIIIYQQQgg/kARbCCGEEEIIIYTwA0mwhRBCCCGEEEIIP5AEWwghhBBCCCGE8ANJsIUQQgghhBBCCD+QBFsIIYQQQgghhPADSbCFEEIIIYQQQgg/kARbCCGEEEIIIYTwA0mwhRBCCCGEEEIIP5AEWwghhBBCCCGE8ANJsIUQQogcokWLFsEOQQghhBDnIQm2EEIIkUNIgi2EEEJkb5JgCyGEEEIIIYQQfuAJdgDnk5aWdtpXx3FwXTeYIYkcwHVdqSvigqSeiPSSuiLSQ+qJSA+pJyK9cmJdOR5rWloaoaGhQY4meJS11gY7iHNJTU3lyJEjwQ5DCCGEEEIIIUQ65MuXL08n2Nm6Bfu40NBQrLWsWbOG8uXL4zhOsEMS2ZjrulJXxAVJPRHpJXVFpIfUE5EeUk9EeuXEumKMITU1NdhhBF22TrA9Hl94WmustRhj0FqjtQwdF+cmdUWkh9QTkV5SV0R6SD0R6SH1RKRXTq4rx3O4vCpn/bWEEEIIIYQQQohsShJsIYQQQgghhBDCDyTBFkIIIYQQQggh/EASbCGEEEIIIYQQwg/y9gh0IYQQQojsaD54unvgKNgq9sSDKr7viQp2gEIIIc5GEmwhhEinhx566LTv33zzzSBFIoTI1eaB52oPap/C5rfo9RrGnf4rtpTFfd7FdrbBiVEIIcRZSYIthBAX6b+JN0jyLYTIHPWPwrnGQSUp3NddTC8Dm0AtU6ilCrVMwTJQ8xXO/zm4hV1sa0myhRAiu5AEWwghhBAiG1AzFU57B3VQ4Q51MfcY34bSYEtb7FUnE2k1VuF0cHA6O3ine6FqkIIWQghxGpnkTAghhBAiyNTvvpZrDoH3Pe/J5PocbFuLGWxQSQrP9R7YkUWBCiGEOC9JsIUQQgghgkhN9bVccxjcD11sj/R1+Tb3Gdz7XdR6hdPRgSMBDlQIIcQFSYIthBBCCBEkapLCuc6Bo+B+4mK7Z2w8tXnVYK4x6H80zh0OnL/hWwghRIAFNMEePHgwrVq1IiEhgYoVK3LLLbewatWqQBYphBBCCJEzLMLX8pwG7ucu9pZMTFbmgDvcxda26NEa/T9pOxFCiGAK6FV45syZ3HnnnUycOJHRo0eTlpZGhw4dSE5ODmSxQgghhBDZWzJ4bvGgjircYS725ouYCTwSvD94sSUszqsO6hPlvziFECJA/vzzTzp37kyVKlWIiYlhzJgxwQ7JLwI6i/ioUaNO+/7dd9+lYsWKzJ8/n8suuyyQRQshRKbIWtdCiKzgPOaglitMN5PhbuFnVcKXZHtaenDudzD7DOYuAwUu/tCZsgL05xq1R+G+5kJUkOIQQmRbhw8fpnr16nTr1o1bb7012OH4TZYu03XgwAEAYmJizro9JSWFlJSUE99bK+s6CiGEELlZXlxHXn2r0J9obAWLO9T134FrgzvCxbnJwXnSQb+oMXcazAMGSvivmHM6BOp7hf5Uo2ee0klyLbg/u5AvC2IQQuQYbdq0oU2bNsEOw++yLME2xvDkk0/SsGFDqlY9+2KNQ4YM4eWXXz7xfWRkJIsXL8Z13RPJtuv68Y1I5ErH64jUFXE+6a0n59ue2W0iZ5FrStbLic91euuJWqcIvS8UG2pJ/SIVm8+CP0/3SvAu9eJ514PzkYMz2EEP1ZibDd6Hvdjqxxov0kCtUKhFCr1IoxYr1AaFLWGx5S223LGv5S22rIX8/ynHACm+h1qqcIY7OKMc1CFf93RTz+De5qJ/0DhTHezNlrRv0iDUj+eaA8n1RKRXTqwrxvhmWTx48CBKnRyqEhYWRlhYWLDCynJZlmA//vjjLFu2jHHjxp3zdx555BHuu+++E98fT6rXrFlz4g+2evXqwAYqcg2pKyI9LlRPVqxY4fdtImeSa0rWycmvn/PWkzSocEcFwg6EseWJLezOvxsCdardQXfQFPqhEIVHFCZ0RCjOCIdDdQ7hJDuErQ1De0+fisd6LHqlhqlnHs4b4wUXVKpCp2mUe+Y4b2+Mlz237GNl8yTWh1u2bQvhaCMPtTfEUXF8OFHXH2TPqxuyuP9k9iTXE5FeOamuaK0pVaoUDRs2ZMeOHSd+3qdPH/r27RvEyLJWllzinnjiCSZMmMDYsWMpUeLcfZT+e3fDGMPBgwcpX7481lpWr15NhQoVcBwnK8IWOZTrulJXxAWlt54kJib6fZvIWeSakvVy4usnPfXE87QHz2IPbluX2AGxxKrYwAdWD0w/Q+qoVDxveIj8NxKrLbaixa3uYmoabHWLqWGgJLAL1BoFaxQpKzRJyxUH1igO7HA4EAZJ+SwHHctBZTmgIAnYq2F9FGw6otn0XRypIwqfPZapBYlpHE3JSpaEUpayZS316hnq1bNUqGDReWACdLmeiPTKiXXFGENaWhqzZs06owU7Lwlogm2tpXfv3owZM4ZffvmF0qVLZ+o4juOcaM12HCfHVDIRXFJXRHpcqJ4EYpvImeSaknVy8vN8rnqiJio8gz3Y4hbzkcHxZOE5OkA3cG9xObzCZYuBzbsVmzfD5s2aLZNh06cetm2DpCTF/v2QlARpaWebjfzcM5Tny2cpWxZKlTKUKgWlSlkiI2HLFti0WrFlkmLjEcWSJbBo8enZdHS0pW5dS716lksusdSqZSldGjy5tLVbricivXJSXVFKkZaWRlRUFDov3DE7h4Beth5//HFGjRrFV199RWRk5ImuAgUKFCBfPpnpQgghhBCZk6MmR9sOzv85WG1xv3AhLjDFWAtr1sCcOYqtWxXbt8P27YodO05+3bv3/Et4RURYChaEChWgYEFDdDTHHpaoKChQwPeIirLHvkJMjCUhAeLiQJ3v8FvA08qDu06x6R6Xpe0sc+aoE4+pUzVTT+me7vFYypSBChV8Ldzly0P58pZKlXw/z8Of34UQ2VhAE+xPPvkEgHbt2p3283feeYeuXbsGsmghhMgWclQSIITwr2RQ4xR6sEbtVLhPu9hm/lshJTUV5s9XzJzpe/z1l2LHjrNnuCEhlvh4KFfOUKIElCxpKVkSSpTwJcclSliKF4fQQE5CVgK84714Wnko+75DqcIuVzxtQPtuDmzZwolke9kyxerVirVrYfXqMzPp/PktVataqlWDatXsiUexYhdI8oUQ2cahQ4dYt27die83bNjAokWLKFiwIAkJCUGM7OIENMHet29fIA8vhBBCiBwgszeacuQNqsO+7uB6lEaNU6jDx2bVvtxgnjbpOsSFznvmTMXzz2v+/FNx5MjJbLJAAcsVVxguvdRSrpwvoS5a1Pc1JiabtPiWBe84L57WHpznHNRYhRlsoJEv4S9Z0nL99SdvQhjjS7xXr1asWeP7uny5YskSxZw5mjlzTj98wYKWypUtlStDlSq+f1epYilVKpucvxDihPnz59O+ffsT3z/99NMAdOnShXfffTdYYV20XDqyRQghhBAiQFKAPb6H2qNgDzg7HUqPKU3YH2EnkmpbzOLe7mI7WWxjCxeZ4G3eDE8+6fDNN74DlSljadTI0Lix72u1apAjhmpWBu8ML85jDnqsRjfXmM4G9wXXN9HaKbSGhARISLC0bAlwMvk+eBCWLfON6V6yRLF4sa/l+++/NX//ffpx8uf3je1u1crSurVvrHduHd8tRE7RpEmTXNkgK5cWIYQQQogLePT+R7ll2i3UXleb8LTws/5OQQpi448l1R2PJdV+SHi93hBeeEHzyiuaw4cVlSpZXn/d5cor/dfdPMuVB/dHFzPe4DzuoL/WqJ8V5gmDedTAf6fqcYFtoDYpbEELlX3jvxs0sDRoAKcm3vv3w4oVimXLYPlyX4v30qWKGTM0M2ZA//6+MeXNm/uS7datDRUrStdyIYR/SIIthBBCiIuWI7tzp1ca9JjUg9rranMg3wG2x2ynVN1SEAs21kIsmBjDhsgNlLypJE6of5qRrYW1a2vz118dOHjQoUABy6uvutx3nyEkxC9FBJ29yuJt7UW/p9HPaZwBDvpTjbnJoLYr2Ahqo4LNoLwnM2Bb2mKuNtirLLalPS0hL1gQGja0NGwIpybeGzbA1KmK337TTJmi+Plnzc8/AzjUrm154AGXm26y5LEVhYQQfiYJthBCCCHEuXjBudWh9rrarC+ynqHthnI07OgZNw9c1yV5RXK6W6wvdEPi0KFopky5jS1bKgOGHj0MAwa4FClyMSeTTYWAedBguhh0f43+SOO8dvKJtJEWKoEpZbAJFrVRoaYpnPcdeB9suC/JtldbTEMDCUAsZ6woVro03H675fbbXYyBRYtgyhTNuHGKadM0PXp4eOopS8+ehrvvNrnzuRZCBJwk2EKIPCdXt7QJIfz3GveCc7uDHq3ZGLeRt9q9xdGwo36I8Pw2b05k0qT/4+jRKOLjV9OkyXe8997jAS836AqDecdgHjCoVQqbYKE0UJAzl99OBjVVocYr9DiNHqdhHDjH7nDY/BYSfC3dJIBNsJhrDVT37a411KoFtWoZHnkElixxeftthxEjFAMHOrz0kqZLF8v997vUqpWFz4EQIseTBFsIIYQQ4r9ccO500N9qbE3LW/Xe4kjYkYAWaQy8+KLml18eAKBBg5+pW3cCSuXgsdaZURls5QuccwTYdhbbzmKsgSWgJ2jUsmPdyjcpWAd6xcmZ5fQgjfmfwTxuzvgEXK0avPeey3PPwUcfad57T/P5575H27aGQYNcqlULwLkKIXIdSbCFEEIIITjZ8q2sotvUbjRa0QhbzeId7yX5ueSAln30aATXXecwYYImPPwgbdp8QsmSKwJaZq6hgOpgqv9nGTQD7PAl2+pfhX5W4zzrWxrM/cSFCmceKi4O+vY1PPqoYdQoxeuvO4wdqxk/XnHrrZZnn3XJwcvzCiGygKwIKIQQQghxjLKKLtO70GhFI7bGbMU7wQtxgS1zx44yfPfdk0yYoGnUyHDjjS9Kcu0PGigGtoHF9DR4//VirjDovzWeSzzoD/Spc6CdJjQUuna1zJ7t5bPPvJQqBZ9/rqlWzcOTT2py4cpCQgg/kRZsIYTIhmScuBCBcb7XlnY1XWd0pfHyxmwvuJ2h1w7luSLPBSwWa2Hx4ubMnNkRYzw8/LDLoEGGxx/fH7Ay87Ti4P7iYj+w6D4a534H9YvCHeZC8bPvorUv0e7Y0cuwYZoXX9S8/rrDJ59o+vQx9OplZNZxIcRppAVbCCGEEGIvPPDrAyeS6zevfZMD+Q8ErLgjRyIZN+4e/vjjZhwnjSuu+IBXXsk9y29lWwpfa/ZsL6aBQU/QeOp4UBPOvwh2WBg8+KBh+XIvffq4HD0Kffs6NG7sYcmSLIpdCJEjSAu2EEIEibRSC5FNrATP9R4StyayvMRyPrzywwxNaPbf1/KFXseTJim+/fZpDh+OpkiR9bRu/SkFC+7KVOgikyqCO83Fvmp962/f6OBOdLGXnn9ytehoeO45w733Gh591GH0aE2jRh5eftlwzz0Gdf48XQiRB0iCLYQQQog8q9LmSniaelD7FL9X/Z1vmnyDccyFd8yElBR4+mnN0KEOEEXduuO55JJfcTJQntyY8yMPmCcNtozFc5sH53oH73QvJF541+LFYeRIl+HDDQ895PDQQw4TJig++CCXrlUuhEg3SbCFECKHySkfsHNKnCL9ctvf9LKll9H5984AuK+5jFw98sz1lv1k6VK49VYPixYpEhIsdeu+SfHiqwJTmMgQ28XibnNx+jp42nt8SXaxC++nFHTvbmnc2Mttt/lmG69bV/HRRy5XXZXHllYTQpwgCbYQQogsl9EutUL4kzKKjjM70mpRK46EHCFkVAj2agtn3j+4KA899BDGaBYvbsbff1+P6yo6dTK8845L//6SXGcn5hEDW8B5y8FzrQfvb14okL59K1SAadNcBg2yvPSS5tprPfTq5fLii4bw8MDGLYTIfmSSMyGEEELkfhbUXMV1f19Hv5H9aLWoFXui9vDaDa/5kmt/F2dh/foafPvt0/z5500oZWjZ8gtGjHCJifF7ceJiKTCvGkwng1qgcG52IDX9u4eEQP/+ht9+cyld2vLOOw6XX+6wdWvgQhZCZE/Sgi2EEEKIXElZRZkdZaiztg6eSh7UBsWVXImrXeaXnc9Xzb7iUP5Dfi937lxFnz6aGTPuBaB8+blceumPFCiwB6W6+L084Sca3E9c2An6Nw13gfupm6HmqMsus8yZ4+X22x3GjNE0aqT47juXBg2ky7gQeYUk2EIIIbIV6T4uLspBqLmuJlU3VqXGhhrEJPuai22oxVxjGH5kOAvLLMzQLOHpdeBAIWbNuo733vN9vIqPX03jxqMpWnS938sSARIO7igX1VKhR2psCYt5IWOT3kVHw/ffu/Tvb3npJYfWrR3efdfl1lslyf6v3DavgxAgCbYQQoiLIB+ORNBZKL63ONU2VsO5wkH9qbgn7R4AUp1U5pedz7xy87j1m1uhAMx6aJbfQ0hNDWPu3LYsXNgCY0KoWNHywgsuv/02WJZtyokKgvcXL55mHpzXHIgF81jGkmytYeBAQ40aljvvdOjRw8OiRS7PPecGJmYhRLYhCbYQQgghcqR6q+rR4a8OJ1qpAWwFy9R8U1masJSVxVeSFpIGwK0FbvV7+dbCqFGKr7/uR3JyQcLDD1K//veMH9+RkBCYMsXvRYqsUvJYkt3ag/OkA4fBPGMyPMv8jTdaKlb00qmThzfecFi8GJ591glMzEKIbEESbCGEEELkOK0WtKLTzE6k6TQWlV7EklJL6PhBRygP3z30XcDLX7ECHn7Y4bffNEoVoEaNqdSv/wthYUcJCekY8PJFFqgG3slePG09OM85cAjMSxlPsmvXhpkzvXTu7DB5ssOKFRUZPx4qVgxI1EKIIJMEWwghhBA5hwX9lKbTzE4khyXzXtv3WBu/FoCO5QOf2KalhTJ37lV89JGHtDTFpZcaEhJeIi5uc8DLFkFQHbxTvHiu8uAMOZZkv2UyvA5PkSIwfrzLww8bPvoojDZtLJMmefNEku33oUQW1EyF/kSjflPYChbb0GIv9T0ofBHBCuEHkmALIYQQIkfQrsa500EP1+yL2Mdb7d5ie6HtWVb+hg3VmTHjZg4diiUuzvLii15uvdXyyCOSXOdqFU5Jsj90UIcU7sduhj9Fh4bC0KFerN3Dxx8X5fLLPUyc6CUxMTBh5xT5j+an+eLmpHnS2Bi3EfYBZ1vKbgfoLzX6U41a6etGYPNZ9AwNM07+2vGE21xmsDdbiMqS0xDiBEmwhRC5kky+JUTuEpoWyp0T70Rv1NgqltcueY19kfuypOyUFPjjjxtZtKglYKhadQZTpjSiUKEsKV5kB6WOJdlXe9AjNSSDO8KFsIwdRim4//7tFCkSy4svemjTxsOECV6qVAlM2Nld2e1l6TGpB4UOnfJiKgq2jMXWttg6FlvKon/SqF8Vyquw2mLaGswdBtvWwi5QfyvULOX7Ok+hV2v0CI191mJ6G0xPA/mCd545ngEOAEm+h0pSJ/99QGGuMlA2uCFmJ5JgCyGEEOKE7HhzKuJoBPeOvZdyO8phGhncH1z2Dcia5HrVKujWzcOiRS2JitrD5Zd/Snz8WgoVapQl5YtsJB68v3lx2jnonzV0APc7F/Jn7DBKwbPPevF4FM8955xIsqtVC0zY2ZIBPUTz6E+P4hiHKTWmsDV2Kwm7Emga2RS1UKF/1PDjyV1sWYt7u4vpbqDEKccqDraDxXY4tgxaCqgFCvWdQr+vcXo76Dc05klfUk5oVp5oDrYD1C8K/YNGTVOotHNPPmC/ttiysgzdcZJgCyGEECJbUlZRcUtFOv/emfj98SwqvYjK4ypnOKHJrJUrL6FhQw+HDinKlv2Xli2/JCwA62eLHKQQuONduAH0JA33gftZ5pbe+t//DI4D/fs7XHGFh/HjvdSo4ed4s6GIoxE4HRz0WM3h0MN80eoLFpZd6NtYBRq/2RhcYAWo+Qq1SmGbWWxze2Ls+3lvBIaBbWCxDSzmYYN+SaM/1jgPOOjXNe4zLrarlSzobDaB/lGjflSoPxTKHuuKX9ZiShkoAESDjba+fxf0/dvWkeT6VFK1hBBCCJG9rAE9XDPwy4HEHooFYGblmXzV/CuG5B8S8OLT0kL544+bWL68MWFhlqFDXZYu/VDWtBY+BcD9xUU1VuivNOYK40vYMuGppwweDzzzzMkku1YtP8ebBdLb86XctnL0mNQDnawxDQwvVHyBvQX2nnlABx4adsoxf/Q9MtybpoRvUjrzqMEZ5KC+VHju9GBftXg/90LdjB0uJ1PTFPoVDfvxzYT/n4c6pFCLTl7kbA2Le72LucFANTI8e35eJgm2EELkItmxe68Q6RGWGkbdNXW5dMWlhLwXAkABXYB55ebxV+W/WFJqSZZ8wNuzpwSTJv0f+/YVo2DB7UycGEvt2nCWl5bIy/KD9wsvnss8OA84eBt5Mz0GtXdvX0v2k086XHmlb+KzmjX9G27QWWgzvw3XzroWxzq4j7iY5wx7nzhLch0IZcH9yIUnwBngoEdpPM09uENd7B25vPV1Mzh9HPR3F5763lxisDdYzPUG8sAM94EiCbYQQgghgipxcyI9x/ckPC0cAFPPYLtbnpr/FMnhyVkSQ1oazJ17FXPmtMUYD4mJf9G06bfUrv1KlpQvcqCaYF4wOI85OLc5uFMyPrP4cY89ZtAa+vRxuOYaD7/95qVSJf+GGyyhaaHcOvVW6q2pR3JYMl+0/II7X74zOMEkQupwl8NXGAo+5ODp6cH8Y3CHuBAenJACJhX0UI0epFHJClvF4r7hYptYsJz50GTqOXCPjZBwHH8FnvNJgi2EEOK8pFVcBFLMoRh6TOpBqDeUybUm81fiX/T9si8AyQ9lTXK9aBHceaeHf/+9lrCwQzRp8i2VKs3JkrJFzmbuN6hJCj1eY1+wmGdNpo/1yCOGI0d8Y7KvvtrD1KleSpXyY7DBsBEe+/ExEnYnsCl2E8OuGnb2LuF+ZAwsXgxz5ii2bFFs2wbbtvm+bt+u2LEDXFfh8VgKOZa4jzVx3yhiGlniSkHRopbEREuVKpbERMiXA2cfV5MVzsMOaqXCRlncV1xMLwMhF3dcrxeWL4d58xT//ut7LFig+Oknl2bNcnlPgAyQBFsIIYQQwZEGPSb2IPJoJD81+IkJ9SZkafGuq5k//wo++shDWpqiTJkFNG8+kvz5D2RpHCIHU+B+6KLqKfQLGtvaYi/LfKLx5JOGAwdg8GCHq67yMGWKl/h4P8abhdSfCucmh4TdCcwrN48vWn1Bakiq38uxFvbti+e99zTTpilmzFDs2XP28SSxsZbKlaFgQcP+/Yo9u2DVLsvSQwomnbmPUpayZaFyZV/CXb26pUkTS+nSfj8N/9gNzv0OerSvO7jpanBfdKFYxg9lLWzcCH/+qZg1SzFvnmLhQsWRI6c/T6VLW5KS/BF87iEJthBCCCGCQj+lKbejHItLLWZi3YlZWvaePcWZMqU7u3eXIibGMmSIl7//HiYTmYmMK+pLsj3XeXBud/DO9kLBzB1KKXjxRcOhQ/DBBw5t23qYPNmb49Zcb7y0Mc4VDipN8Uv9XxhXb5xf51BwXYcNG6qzZk1dtmypxJEj0XzzjW9bTIzl2mvNsUTYUrw4xMdb4uMh7CzrllsXkgdp9g7S7Law+SbD0sqwbJVi+XLF8uWwdq1m7NiT+5QqZWna1NK0qa+cihUJ+rVD/aFwbnVQWxS2uvWNL2+S/ps9Xq+vN8/MmZqZMxUzZ/p6AJyqXDlLnTqGOnUsdeta6tSxxMb6+0xyPkmwhRBCCJHl1GiF86bDnsg9fN76c6zKmu6Fruvh33/bMHfu1RjjoUyZBcyYUZX4eJg1K0tCELmQvdri9nJx3nFw7ndwh7uZTiiVgqFDDQcPKkaO1LRv7zB+vEtUlH9jDgRtNB1ndqTlopbYCIt3hJdxU8f55djWwrx5MHy45osvXuTo0UgAQkOPULr0Inr1qkrz5oaaNTM2Hlg5EPmsIeoyS7lbHRp+69ChlMV90sV+ZDEObNgAy5cr5s5V/PGH4q+/FCNGaEaM8LUUx8dbWra03HyzoU0bS8hFdsXOEAP6FY0eoFGuwn3UN4Hcqd3B/zvUy1p4/PE3mT1bMWeO7zF3ruLQoZOVNiLC0rq1oVEjS+PGlnr1LDExWXVSOZsk2EIIIXIEGQueexROKoxzt4MNsXx8xcdZNpHZjBmKb799iv374wkLS6ZJk+FUrDib+HipR+LimRcNeppGf6sxVxrsrZm/aaQ1fPSRy6FD8Msvmg4d4Oef3Ww9Hjg0LZSe43tSZXMVdkftJnpaNNQApl7ccZOTC7BqVQNWrGjI++/7ssaQEIfKlWeSmDiL+Pg1aG14+GHf6ziz7xW2tcX7jxdnwLHlvO71YF+xuE+5lL3FUras5eqrfX/T1FTfOOTff/c9/vzTdzNk5EhNbKylUydDly6WSy+16AtP3p15O8G5w0FP0thYi/djL7btmfXOdTW7dpVhy5ZK7NhRhp07S594Lo8rUcJy1VWGxo0tl11mqFEDPJIpZoo8bUKIHEsSrow53/Mlz6XIKiHeEO6ccCfqgMId4rJ+5fqAl3nkSAR33unwxRcaiKdSpVk0avQ9+fMfCnjZWUlex0EWDt7hXjyNPDgPHVu6q0LmDxcSAl995XLDDTB5sqZzZ/jmG5fwbDjbtcfrOZFcryq2ig+u/IAXaryQ6eMdOQKrV9djxYqGbNpUFWs1YLj8ckO3boY//uhLSEia/07guJK+7v70BucFBzVS4bnLg33Zl2jbzhY8EBoKl17qS6CfeMLXvXraNMXXX2t++EExbJjDsGG+8ck33WS4/npLrVqW0FD/haqmK5zuDmqbwjQ2vl4TCb5t1sKSJTBlimbKFMWkSa+Slnby7kxo6GEuv9xwySX2xKN48TPLkGtK5kiCLYQQQogsc+MfN5KwJwHT0WDuM/Bw4MqyFlasaMhff3Xk6FFNhQqWKlWGUrLkisAVKvK26mBeMTgPOXg6efD+7oWL6NodFgbffefSti2MG6e56ioYNcolLs5/IV+0NLhr4l1U2VyFlcVX8s4175DmyXjyay1s316ee+5xGDVKceBADwCio3dQufLfVKr0Dx9/3B+AWbMCkFyfqiK4n7rQB5xBDupbhef/PNiXLO5LLvYae9oQAI8HLr/ccvnlLm+9BWPH+lq0x49XvPqqw6uvQmioL8k+ntDWr2+pVImMt3Cngn752PJbRuF93GXT3YZFixWLRvpm9Z4xQ7Fjx8kA8+dPpUyZRZQsuZz4+DVER+9m6NA3/PJUiTNJgn0uaVz0VPZCCCGEOKnh8oY0WdaEHdE7KDSskF8nPfqv/fsLM336LWzdWgmtvTz9tEufPoY+fSS5FoFl7jGoWQr9lca5w8H91vWtMZxJERHw668ut9wC48drmjVT/PSTl4oV/Rdzprng3OZQY0MN1hZdy3tXv5fh5Pro0QgWL27GihWXcuBAYcA3UVm1atNJTJxFkSLrgzeBWGV8LcN9wXneQX+v8XTwYFoZ3FdcqHnmLvnyQceOlo4dXfbtgx9/VEybppk9WzF7tmb27JO/W6CAb0mw+PiTE7EVK2YpWhSKFFFs2RLO3r2KlBTF4WQ4MlNx9EvN4Z2KleGWhRUsiz7W7Hvt9EHnUVGWdu0MrVpZWrUyvP/+k+d8DqWV2v8CnmB/+OGHvPXWW+zcuZPq1avz8ssvU69evUAXe37Wt3SA/lzDKlDJCpKBw/i+JoPyKswlBvcdF+oEN1whhBAipyuzvQxdfu9CqieVD6/8kD4F+gSkHF/XyKbMnNkBrzeMYsVW0bz5V/Tr91RAyhPiDArc91xYAfpnjX3+4tbHBoiKgtGjXR56yPLhhw7Nmnn4/nuXxo2zbu3h/yZiyireSn4LPUqzKW4T71zzDimhKek+3v798M8/7Vi4sCVpafnQ2qVMmQW8/HI12ra19O79jZ/P4CJUA3eki5ll0E9o9BSNaqCwt1vc/i6cYym1mBi44w7LHXe4AOzbB3PnqtMmF5s9+1x3XzxA4rljOqpgsW/d7jZtDDVq+JYR8z1OHz8diBsUZ0vMhwwZ4v+CcqCAJtijR4/mmWeeYfDgwdSrV4/333+fjh07Mnv2bAoXLhzIos9uJ+gvNfoTjVp5ek2z+S1EADFgi8MBYwmZowm/VGEfNJh+BiKzPuSc4L8vMLnrJYQQ4lQVtlbgvrH3EeoN5bPWn7E1dmtAytm+HXr2dJgxowseTwrNmn1F1ap/BH35HJEH5QP3OxfVSOE872BrWOwNF5cMezzw9tuGcuXgyScdrrzS4eOPXW66KeuS7BMs3PT7TeglGlvF8lbDtzgSdiRdu6amhjNokOaNNzRJSW0JDT3CJZeMoXr16eTLd4gbbsi+nyNtQ4s73cV8Z3Cednw5xbcK08dgHjRwgUnoYmKOdyU/+Tc7csR37dqxQ7Ft28mv27ZZ9u84SLGN0UQsVURYRXiCIbyjJV9l31rc1av7WrvB93l89mxOayGXz+TBEdAE+91336V79+7ccsstAAwePJiJEyfy5Zdf8sgjj2ToWHtXw/7V4ez0gCc/6HBQ2jduQamTj9NYIA2O/qbY+6lmzzTFHlexS1l2VzLsqgR7ImHvAd8dpb17FXv3wt5N4Lq+g4VZiHnTodA7mpiKULCcpVAh3zpwNWv6HqVKBX/tu0DLbPcRSb6FECJvU78p7h9zPx6vh+EthvNPpX8CUs66dbWoW9fD7t2KIkXW0br1ZxQsuCsgZQmRLiXB/dbFudzB+T8HbwUvVL24QyoFjz1mKF3acscdDt26ediwweXxx03WfRa1cMPfN9B8SXNseYt3nJdDL194wsC0tDAWLWrB/PmtSUlxiIy01K07jlq1fiM8/HAWBO4nCuxNFm97L/otjX5Z4/zPQX+m8X7thVoZO1y+fFC2LJQtezzptrAL+ALUD1F4kjS2uMV9weubZC2Qs5ILvwhYgp2amsr8+fNPS6S11jRv3pzZp95aOUVKSgopKSe7llh78u7O/7UMY8Lu83STyAirYKWClaf/ODTUt1h65coQE2PwemHfHsW+zZaVR8C7TMGyM69eBQtaatQ4mXDXq2epVi1ja/AJIc5OxgYJkXOpcQrnJgflKj5r/RlzKs3xexmpqWH8+eeNLF/eGMexPPusy44dr6P1xXXJFcIfbCOL+7aLp6cHTycP7gzXL8ft1MlSooRLhw4OTz/tsGaNYsiQLFjGy8I1c66hzfw27I3cS9T4KDjL7NOnOnw4ksWLm7NkSXOOHo3E40nhscdcHnvM8NxzvwQ44ADKB6a3wdxmcJ5x0J9rPM08uO+72C6Z6FWQDOpnhf5aoyYqlKswYQZvXy+2t5WetDlIwBLsPXv24LruGV3BCxcuzKpVq866z5AhQ3j55ZdPfB8ZGcnixYsBqFfJ4npdtHIwLmDAGLDHv1p8k6XoY19PeYRGQFwVS1w1S2wcxMVBbKwlLs43iUJsLBQq5LuDdM67f38rjt7jsG+pYnd+y7IbLfMLWxYuVCxcqPj9d83vv5/89ago3+yADRv6pvBv0MBXTp5hgcMQcyiG/Cn52RO5h6NhR4MdlRBCiCxSa20tnE4OWPi4zcfMLz/f72Xs2FGaSZN6cPBgHNHROxg7Npb69S0PPSTJtcg+7B0Wd4GL865DSLcQeM0/x23UyPL7716uvdbDJ59oZs5UfPqpS716gekyro3mpt9votnSZiTlT+LN9m/yTOlnzvn7S5fC0KEOX345CNcNweNJoWbN36hTZyIvvvh8QGIMiqK+pb1MU4PTy8Fzmwf3XxfzgrlwpuX19fLRIzXqJ+WbFwqwFSxpndNYddkqyrUohyOtdjlKtppF/JFHHuG+++478f2pLdj/+y2VFStWkJiYGJxKdqklfLaXEm9qEp7T1P1c06WxwX3fhcqwcycsXOibGv+ffxSzZqlja8+dPETFir6Z/K680tKihSUyN9yJ2uibFbbS1koUTipMREoEntEe2AcqVTGIQQAkhyXzddOvfYl3Lu9OL4QQeV291fW4ffLtEALuNy7zJ833exnLljVixozOGBNCtWozaNRoNPXrv+r3cvKCQPQUkt5HpzOvGtQShTPdofjg4vCJf45boQL8+aeXRx5x+OorTZMmDn37Gp56yhDiz9VwDsI94+6h+sbq7IzeyTtt32HXWYZgWAtbtiSyYEFr3nvPF0D+/AepXn0a1ar9nrO6gmeQ7W7xVvfiudGD84aDWqBwv3ThbNNOLTg2L9TXGnVsOS1bxOLe4WK7Wmw9i2tc0lYEeDkyERABS7BjY2NxHIddu05/8e3atYsiRYqcdZ+wsDDCwsJOfG+M4eDBg4EKMeNCwDxuMDf47lDpKRp1icI8ZSjyuDlt0gJrYdMm+PtvX7I9a5bi339PLjwfGmpp0sRyxRWWK680VK2aM8ZxFzhcgEpbKlFpSyU8VTyoNYrbuO3E9jSdBkWA8mBiDIu3LCbNk0atdbXoMbkHpqvBfcuF7LR+oxBC5DGBTH4aLm/IrdNuxau92NEWe4WFSX45NACpqfD445pp027F40nh8ss/pHz5f/1XQC4lCW+QhfhmoVaXKgqPLExq+1To5J9Dx8TAZ5+5XHedoVcvh0GDHMaO1XzyiZdq1fxQwGbwXO+h+sbqrI5fzbCrhpGcL/m0X0lOjmbVqktYseJS9u4tAUC1apZHHnH555//4ThePwRy8QL+OqgL3r+9OF0d9FSNaqTwfuuFusA20F9r9JcatehYUp3fYroYTFeDbW2zWdOnyKyA/RlDQ0OpXbs206dP55prrgF8CfOMGTO48847A1Vsul3U5FvlwR3nYr4wOE84OP0d9CiN+4GLvcSXYCsFpUpBqVL2xOyOyckwfbpi4kTFhAn6RAt3374OCQn2xFp1LVv61sHLTkruLkmHmR2ovKXyiZ/ZUItpbhhzeAwrS6xkc9xmUjwpvDn05HP5/kPvA1Bidwlum3IbJb8vifpd4b7nYtsHYdZLIYQQAVNtQzVunXorqZ5U3m/7Pr2u6OXX4x8+HMWVVzr8+aemQIFdXHXVMGIDNCO5EH4XB6lfpRLaLJSQ3iF4r/b6VrDxkxtusDRu7OW++xx++UVz6aUeBgwwPPSQyfy8QPN9ybXaqphdYTbDWw7H6/Elyykp4Xz+uWLkSM2UKYM4PvtWQsJSatX6je+/vwelYO7c7JFcZ5nCvjzBPmVx3nDwNPdgG1vUdIUyCqsspqXB3GKwHWRsdW4U0Psk9913H/fddx916tShbt26vPfeeyQnJ5+YVTw7SvedLQX2Nov3Si/Oww56tMZp4mAeNJhnDBQ4c5eICGjb1tK2rQUMq1bBxImaCRMU06YpPv9c8/nnvotTtWqW1q19yXazZpaoKD+faHrtBN1f0/e7vmg0G+M2sqTUElaUWEGvL3tBPhj30LgLHmZL3BZe6fgKQ2KGoF/VeDp6MN0N7usuRAf+NIQQQgRWoYOFuP2327HK8n7b91lZYuWFd8qAHTtKM2HC3SQna9q0MZQs+XKu7m6aXUjLt3/ZepY9nfYQ920c+kWNed6/8wUULQqjRrkMH2549FGHvn19Xcfbtze0auWbGyg0NH3HUuMVTlcHdUjh9nb5ZP/nJB2MY9euBNatq8369TX45BNfKhETs5VKlf6hYsU5REXt9e2fA3pmBowHzCsGW8fi3ONrzbaVLO6tLqaLgVLBDjD7+PDDD3nrrbfYuXMn1atX5+WXX6ZevXrBDuuiBDTB7tChA7t37+aFF15g586d1KhRg1GjRp2zi3iOFA/u1y7mJ4PzoIPzhoP+QGM7WEx3g2127un0K1aEihUNvXrB0aO+7uRTpvgec+YolixxGDoUPB7LZZdZrr7a0ratITEx8AvGO65D88XN6bi4I+qAYk/UHkY3Gs2/5f49OYb6LDNVuq5m2TJYsUKxYoXit99uY//+oqSmhqOUZUpxjS4Lns0W5wuN/loRV8tStoE9sUSB7+G7ISGEECIHSIE7J95JREoEoy8d7ffkevnyS5kxowuuG8Ljj7s895zh0UcluQ42Sb4zZ/v924mdEoseojG3GvDTIjnHKQXdu1tatPC1Zk+cqFm40GHQIMif39K0qaVlS1+vyapVwXV9D6/X93Bd8A5XbHnGYYGF+U0NC6Yp5s17Ha/35FDOiIh99Ozp0KWL4eOPn8/bCfU52C4Wb0MvJAG1kXmI/mP06NE888wzDB48mHr16vH+++/TsWNHZs+efcZE2TlJwHv633333dx9992BLibo7HUWb3Mv+mWNHu4bX6G/1NgyFtPNYLoZKHfu/cPDoUUL3+RnAwfC/v0wY4Zi6lTFxIma6dM106f7upOXK2e5+mpD27a+1u1Thq374USg+sbqdPyzI0WTimLzW9wBLgM3DyTNc3KiBWsVq1fD4sWK2bPbsmdPCfbtK8aBA4X54INT+yE1BMDjScUYxcGDvgu3tceuMKkKZis4y8ptRYta6tTxnWPz5r5/e2RsihBCZDu6j6bMzjIsKLOAybUn++24ruvhzz87smRJczyeFNq0+YgXXrjtwjsKkY25BVy8z3sJuScE51EH91c3IIlXqVLw668uW7a4TJ2qmDpVM2WKb5jihAkA6ew3/rsvuKiog8TGLicubjPFi6+iWLFVvPTSG0Aeb62+kPN8/s+o3HZT691336V79+4nejcPHjyYiRMn8uWXX5621HNOkyPSFdd1T8wo7rr+WT/wbGVkZttposB93oV+oCdpnC8c9FiN87yD87yDaWrwPuTFtDUXvJBGRcE11/geAGvWKMaN04wfr5kxQ/POOw7vvAP58lmqVbPUqGGoUcP3tXp1S8GC6Qv5tDIPR9F1eldqra8FwKxKs6g5phZbgLWPlGffvnj27i3Onj0l2Lu3GO+/f3x6ynYAaJ1GwYLbad48nsRES2KiYcyY1ylYcAchIamA74UDvkngjAF3umLvgyGsX6NZk9+yuplhbRSsW69Ys0Yxfrxm/HhfKZGRlsaNDU2bGpo1M9SrZ886puj43ytQdUUEX2Zfr5nZlpVl5eVtJ36eClU2VqHaxmrsjt7N9GrT/XN9vgh55ZqS2efZfm1x3nXYHbWbL1p9cdr728XUk40b4ccfH2HnzrLHxlt/QGzsFly3m9/PQa4Nwd+WVxx/DlK7puJ87KAnabyjvZjrA7e0XHw8dOnie1gLq1b5VrqZOlWzebMiJAQ8Hl+PSc8BRci/vs6Xu0ovISxhGf36XUf16paBA5895/mcTW7YFkzpfe/JTs/X8W0HDx5EnXLX5b8TWQOkpqYyf/780xJprTXNmzdn9uyztLzlIMqeuhZWNnN8FvGNGzdizNkvPMOGDTvjZz179gxIPOcr61zbnH0OS/+3lEuXX0qp3b4BF2uLrsU8b0iun5ypYyYnawYOnMmGDdXZsiWRgwfPnJI7MnIPhQptIyJiPxERSVx1VU2KFEljxoxviIhIIjT0CKmpYaSl5aNdu1vg9wKEflGY5GSH9YVT+bfSUVbt97B+fRjJyWdmscWLp1Cp0lEqVjxKxYpHqFjxKAkJKeluYT713BzXoc38NrSb3w6dqlkdv5qRzUeyNWYbSUlF2Lq1IvnytWXu3Eh27Tq55kS+fAcoV24+Dz9cnLp1k/noo4w/lzl526n1/Fzbgh2jP7aJ3E8f1kT9EUX01GgK/F4A59DJa05yrWQ2DtpIasnU8x4jO9XZYG9Lz7XBX8LWhVHxloqoNMXqz1dzpOoRvxz3r78iefLJ0uzf76F58ySee24jBQrI2ta5hbzX+STsSqDv931JK5pG73a9SQ1JTdd+gdjWs2dPwleGU+H/KqAPa9a/tp4DrQ6csX9ull2uzzn5M5HWmlKlStGwYUN27Nhx4ud9+vShb9++p/3utm3bqFq1KhMmTKBBgwYnfv7ss88yc+ZMJk/2X2+orJYjWrDLly+PtZbVq1dToUKF09bBPt4iGiyJieceOHN827s13mVajWmU3V6Wa2ddS+LWRLgL3MtdEgomsKnwpgwfs1y59yhXbgHgm8Vx794StGjxIIsXK375ZSN79hRn48bqJ/abM+f4v54845hfffWfH+wK9T2AhARL48YuiYmWypUtlSv7WsijowHCjj0yPkvZ2f5uaavT8DzoocLUCjz13VNMqj2JcfXGUbDqnwwe3BFrXXr0eJ6tWyuxZUsiGzZUZ8mSZtx1l687eVzczVSoMI/4+NVobU97vs4mp2/LLnEEY5s/uK571muKyCIp+CaHHOWgf9OolGNLlsRavB28mCsMzmcOEZMjqNy5Mt5Xvbi3ZawbZXaqsznh2pBhyRDaNRR9WJM2NI1SN1z8rD3GwCuvOAwc6EEpGDgwjcceC0Prin4IOLDkmnJx8uJ73abCm3Dvcgn9IJSr5l3Fzw1/DlosifkTCXs4DHVIkfZmGsXuLkYxip3zOHlFdrk+B/ozkb8YY0hLS2PWrFlntGDnJTkiwXYc50QXccdxstUb1/li+e+2dfHrePPaN0ncksgD2x7AmezwJE8yr9w8fm3wK9tjtmf4mABhYUcpVmwN990HYAkJeQ1rFcnJBUlOjiY5OZq2be9k61b46adZJCdHk5qaj4KuQ+K+YsS5oRSIsUR1sBSobImLs1SuDImJlsgzlg44x4xt/pAIZrxheNvhdPyzI1fNu4raa2vzyeWfnDjvggV3UbDgLqpW/ROvN4SNG6tSsOBd/PqrYseO5ixZ0pz8+ZOoUWMqNWtOzfBzmZO2ZZc4grHNn7LbNSXX2wb6A43+UKN2HkuqS1nca13sdRZ7mW8dUIXC3Gjgfd/43pB7Q3DGOLjvu5DOeTKzU50N1rUhYGPzLL4VNJZqTGcDPcFRF/c62rcP7rjDt35v4cKW4cNdWrWCdI8TzSbkmpI5efW9zg602O8tree35u/Ev9lZcGeWx5IvJR9h14ehtvpmC+decHLY6y5QcsJnt+xEKUVaWhpRUVFoff6cITY2Fsdx2LVr12k/37VrV46fEDtHJNi5ioIVJVfgjvLNPL6z507qrq1L7bW12R6znc1xm9Gva2xNS+ThSA7lP5S5YpQlMnIfkZH7ALj3Xl/XugMHviT/0fy0ndOWVotaAeA+6GKeM2edFTzLKfin0j8sKbWETn92ouHKhvQe3Rs1WGEePr17oMeTRrlyC3jzTZcjR+Cmmz5lzZq6rF9fk1mzrmfx4uY0aKDo1i3bjoIQIs9Q/yj02xo1SqG8ChtuMT0M5k6DrWvP3jKtwNxrMC0Nzh0O+leNqqNw33ex7eV1HUzqU+WbyLOyxX334idoWrwYOnb0sG6domFDw8iRLiVL+idWIbK1QuAOcgm5J4Qb/7iRd655J0tnmva4HnqO74naqjC3GN/nQSGyQGhoKLVr12b69Olcc2zSKWMMM2bM4M477wxydBdHEuxgUWCvtwz6bRANVjag5aKWlNhbguL7ip/oxf0Kr7A//342Fd7E7Aqz+bf8vxkuRruaEntLoN/XqH8U/X7pR9GkogDsjdzLFy2/oNdrvfx5Zn6RHJ7M560/Z3GpxXSZ0YX8ffOjJiqiS0STFJl0xu/nywflys2nXLn5HD4cxZw517B06WXcdZfDG29YSpeuSqlSS2WWSyGymJqg0AM0eo7vTrYtZXHvcTF3GIhN50EqgzvDxQ6y6Jc0no4e3KdcTH/5IBgU/4LzkIPNb/F+7YUzejplzJQpiptucjhwQHHvvS6vvmrSvU6vELmBvd2y7tl1VNtUjVrrarHg2BDAQFNWcdtvt1FpayVMa4M7LDCzmQtxLvfddx/33XcfderUoW7durz33nskJyefmFU8p5IEOwMC0dXOasusyrOYVXkWHtdD/N54el/ZG7VAsfb7tZTcU5IaG2pQY0MNDsw8gC6kMXee50NlGpTfWp4qm6tQaUslSu0qRagbCqN8m2N1LOuKrGNliZVMqDOBo2FH/X5O/jS34lzWxq/lufXPoadong57mhEtRpz3zSd//oM0a/Y1NWpM4ejRZ/nxR82SJfdTosRyGjX6gcL/GfMuzpSTl3wQ2Yf6VOHc66CMwjQzmF7G1/KcmXeeEDD9DfZqi3Ozg35RY9sc61Iuss5e8NzsQaUovJ97oerFHW74cEXPng7GwNChLvfcIzdNRB6k4Zum39D7+950+rMTyxKWnTHhWSBc//f11FtTj01xm4j/Jh7y+I0t+eyT9Tp06MDu3bt54YUX2LlzJzVq1GDUqFHSRVz4j9fxsrnwZuxtFotliDsELCTsTqDpkqY0WNUA5yUH/Yrm7tJ3M736dFaWWElcUhxVNlfB6eCgpiseO/jYiWPujtrNuqLrqHtvXWwDy6NfPIrX4w3iWWbcvqh9uJNc7KuWfP3z0XNCT/6o8gffX/Y9KSEp59wvJmYnb77p8tdfhptv3sCWLZUZNepJEhP/olGjH7LwDITIe/QbGqe3g420eL/1Yi/3TyJsG1rc910813pwejp453gh3C+HPsPxD1uu67JixYp0TzKTaz+kGXBuc1DrFW4vF9sl839Ta+HFFzX9+zvkz2/58kuXdu3kZonIuzYW2cgfVf+g2dJm3PTHTXzZ8suAlld1Q1XazG/D3si9vNv2XQYWGBjQ8kT6Zfa9J6e6++67ufvuu4Mdhl9Jgp3dKd8sk1+1+IofGv3AK1VfQb+vqb26NrXX1eZI6BHypZ4cPG2LWmYVm8WyhGUsL7GcAxG+JRZqP1AbgNcbvh6Ms7h4Dpi+hsHzB3PHb3fQZFkTKm2p5Ftz9QIaNbJcf/3rrFtXi7/+uoEVKxqxfn1N6tfX/N//SWuJEH5lQffXOC862EIW9xcXW9+/iZO9ymJuMegRGj1IY54zuTepzUb08xo9QWMaGczLmb92pqXB/fc7fPqppkgRy48/ulxyiSTXQvzQ6AcStyTSeHljVpZYGbiCdsKtU2/FKMOnrT8lKeLMoXdCiMyTBDsHORJ2BPOgwdxveK/TezRb0oyKWyuyrOQyliUso/1b7aEGfP7w58EONWA2FN3Aize+SMc/O9JkWRMe/fFR7JMW0+/8H/aUgnLlFlCq1BLmz2/DvHlX0auXw6efKsqUSZBu40L4gwH9qMZ518EWs3jHeqFaYIpyX3NRExX6NY3paKB2YMoRPmqcQg/S2CIW9ys3011JDx6ELl0cJk7UVKpk+eUXL2XL+jdWkf3JDbGzSwlN4aMrPqL36N50nt4ZVgD+bry04PR0iD4Szfi641lTfI2fCxBCSIKdE2lYnrCc5QnLT/tx+5rtgxSQf13ojTclJIWvWnzFgrILuGXaLRR8vSB6nCah6plriv+Xx+PlkkvGUbHibPbu7c/48Zo5c/pQrdrvNGz4M2FhR/x5KiKd5MNWLuAF5y4HPUJjy1q847xQLoDlxYI7xMXTzYOnpwfvn94sfUfLU3V2HTi3O6DBHeFCicwdZsMG6NTJw4IFissuM3z/vUuhQv4NVeRueeF1tyVuC6MuG0WXGV2wXS3eP/w7rE99rNBjNBsKb+DXS37167GFED4BXNRYiMBaUnoJz9/8PKazQS1V9B7dm7az26LdC1fr6Ojd/PSTy7ffeomM3M+SJc0ZObIfW7dWzILIhchljuKbeGyExla1eKcGOLk+xt5oMe0M6l+FfkPezgLiyLFJzfYpzCCDbZ65rtwTJigaNvQl1506GcaNk+RaiHP5vervzC0/F7VIoZ/w37WtyP4iOI/7VgD49PJPMY4MkxMiEKQFW+Roh8MP4w5zMdcZjt5xlHZz2lFjQw0+uuIj9hTYc959lYLrr7dMnDiQuXOv5t9/2/Drr/fTps1HWRS9ELlAGjg3OejxGnOJwf3FTf/yWxm0cydMm6b4/XeF60KxYlCskaHkb4ri/TWFGxmKXAqOE5jy8xwLzoMOar7C3GAwj2T8w7jrwnPPaV58UaMUvPCCy6OPGrTcDxF+dL6W7RzZ6q1gRPMR1LV1cT5wqNumLvMqzLuoQ2pXc8fkO1CHFd53vexctNNPweYNObIeiaCRBNtPstMLLzvFklVsR8tz45+j6/Su1Fpfi57je/JKh1fStW9ISCqXXvoThQtvZPLkO5gw4W6+/NLSrZtMunM2ebF+iXOw4NxzLLlufCy5jvLf4Q8cgBkzFNOmKaZM0SxefIEFWluG4DiWWrUsbdpYrrjCcuml8jrOLPWJQn+usYkW96OMr4+7cyd07+4wZYqmaFHLiBEuzZrJ30OI9DgadhR3hIvTzOGWabewsfBGdkfvzvTx2s1pR+ldpTHtDbaHhYf9F6sQ4nSSYItc42D+gwy7ahg9JvWg3pp6XP/39Rnav3z5fwkJOcqECXfzf/8Xxr59bmACFSKX0P00erjGVra4o/2TXFsL06crXnpJM326wnV9WZ3Wlvr1DS1bWlq0sBQoANu2wbZtiq1bYcdnmm3bFRsLw7x5mnnz4OWXITLSEhfXk4SEZSQkLCX6Ij6g5inLwXnYwUb4llnL6N925kzFLbc4bNmiaNrU8OWXLsWKBSZUIXIrW89iXjbkezQfPSb14PUbXsfrZHxMdvmt5bli3hUk5U8i//v5M3yzTAiRMZJgZwFp8ctCCr5q/hVldpSh1aJWeMd5sVenv8WkVKlltG8/lKlTH+exxxzq1buG+vXHoOTNSIjT6GEa5yUHW9zi/dULFzme9nhi/dxzmt9/9/UfrlzZcvnlLi1bWpo2tRQseNY9fV+6Gzz1PJAMW2elMXmZYtIkzeTJivXra7F+fS0AIiL2UbToOoYM0TRsaHnppTfJl+9sxw2MHPF+YHw9E1SKwvu2F6qkf1drYehQzZNParxexeOPuwwcaPDIpw2RTjniNZKFTC/DorcWUXtdbW7840Z+q/lbhpbVCk8J5/Ypt6PRDG85nJ6FewYwWpERUtdzL3nLE7nOkbAjfHb5Zzzy0yM4dzp452bsbm98/Dp++83LNdd4mDv3GlJSImjS5DuUkq6NQgConxT6IY0tYPH+7IVSmT/W2RLrxo0Nzz7ra61O982tCmD6G5w+DsXud+g61qVrVxdj4NZbX2XTpips2lSFnTvLsHZtXfr08e0WEuLrUt6ggaVMGYiPt8THQ9Givq9nT+pzNz1Mo2dqzOUG2z39172dO+GuuxzGjdNER1s++cRL+/Zy3RTioigY3nI4CbsTaLq0KU2XNgXAfmOhODx06CGSIpI4EnqE8LRwwtLCcK5y4CA8u+pZIo9GEnk0kmnVp7G01NIgn4wQeYMk2CJHSe/dvjXF1jCu3jiumXMNTg8HVV5hM5Ag16gB06Z5adBgP4sXtyAlJT8tW36BIzNuijxO/aVwbnXAAXeUCzUzf6zp0xUDB55MrC+7zPC//2UwsT6FedCgZviWoOFqcMe46BiIi9tMXNxm6tSZhDGKffuK06JFH2bN0vz9t2LOHM2cOWc/ZmioJT7eQ+HC5ala1UO5coqyZS3lykHZspYiRchdPVw2gn5aY/Nb3HfSP+56wgTFnXc67NihaNDA8MUXLuWyYCZ5IfKCI2FHGNp+KE2XNCXmUAzRydGUz1ceNkBiylkWyl7n+xLrxHI05CgLyizgh0Y/ZG3QeYi0RIv/kgQ7G5MX7MUZV28cV4dcjZ6kaZnckim1pmRo/3Ll4PrrX+fXXx9g1aoGKGVp1eqLAEUrRA6wHJwbHNRRhXe4F9sic62TixbB0087jB/vn8T6BAfcb1zoAvoXjbpK+dbjPoXWltjYLdx5p+XOO33zLOzbB//+q9iyBXbsUOzY4RvbvWMHbN+u2LYNNm6MZO7cM4vMl8/X0l2kiKVoUV/Ld5EiEB8PxYtbate2lCwZ2CTcb+8VFpz7HdQhhfuqC2UvvMvRo/DMM5qhQx2UsvTt6/K//xlCQvwTkhCBlJM+Z+2K3sXoxqNPfP/mm2+ChSfveZKCyQUJTwvnaMhRjoYcpd9r/SAKHnrioXMeLyeduxA5jSTYQSYXuMAx2uB+7qLqK67/+3pWFl/J5sKbM3SMiIgDXHfdEH788VFWrmxIWNhhrM0dLVZS90SGbAVPew9qr8J9xcXenPHkevNmGDDA4YsvFNYq6tY1DBpkaNXqIhPrU4WC+7UL3UD/oPFc6eHN8W+ed+mwmBho1er4+fznvLzgzjfMObAGHVWeDRsc1q1TrFsH69YpNmzwJeLr1p173amiRS2XXHL6IzZAS5ldDDVS+WaEr28w91+4t87SpXDrrR4WLVIkJFg++8ylaVPpEi5EllG+5UoPhx8+/efZ8PoiRF4iCXYOJclROpUB920Xz60e/m/y//FSp5dIDUnN0CHCww/Tvv1b/PDDYyxa1JIXXnB5+mnpKi6yAQNkwXrC6ifla9ncoXAfcjEPZ6z+798Pr76qeestzdGjvi7WAwZ4uekmG5j1kEPA/dKF20CP0niu8OAd74XCGTjGFtAfa/QnmpCtisYhlbFNLA2vBNPWQFVO6z59+DDs2HGyBXznTl8SPm+eYu5cxZgxmjFjTv5+YqKlRw/DHXcYoqP9deIXYRc4jznYEIs7zIXzrCVuDHzwgaZ3b9/fs1MnwzvvuMTEZF24QgghRHYlCbbI9ezNlr+e/4tGKxrR6c9OfNXiqwwfIyIi6ViS/SgDBkRny9YnkUds8LXMqtEKNVth21nc51yoHICydoPziIP+RmO1xe3tYgamP7lOS4P339cMGqTZu1dRqJDl+eddevY0hIUFIN5ThYD7hS9R1N9oPG08eCd4oeh59jGgflPoYRo1RqFchQ21uNe4eBd6CZsaBlPB6etgS1rsFRbT1IAXIvcqIvdA+b2g9ijYCzhgnjK4TSyrV8Ps2b5ke84cxezZit69HQYO1HTvbujVK7g37ZzHHNQehfu0C9XP/Xu//654/HGHf/9VRERYPvzQS/fufuyBIIQQQuRwkmCLPOHbJt9Sfnt5mixrwua4zcyoPiPDx4iO3kW7dm8zceJTPPSQpnXrS6hY8RwzI+VR0rMiQNacTKr1nJNNvjbOon/SqF8V9naL+4wLJfxTpPpB4TzgoHYqbFWL+5GLvST93X/HjVM88YTDypWK8HDLE0+4PPGEydpZuT3gfuaCB/QIX5LtPub6Wv4NKKN8/3aBvb7fUWt8maItb3HvcjHdDW6My4oVK6jsqYxnsgc1QaGmKfQnvhbu81FTFeoBQ6XnDJUqWW65xfccbtrku/nw8cead991eO89TalS91Kz5hRKlFiRpQmrGqvQX/vWMzd9z57or10LTz7p8MMPvvNt29bw2msuFSpkXZxCCCFETiAJtsg1jid3ruv7MJyYeHJmzZTQFD5u8zEP//QwnX/vTNyBON+H6vN0gzybuLgt/PijS9u2DlOm3EZo6BFKl17ix7MQ4hT/gnOfg557MokzDQy2g8XcYKAUqBEKZ4CD/lijvlKYBwzmcQMFM1nmLnAectCjNNaxuH1dzNMG0tnivGwZ9O7tMGGCL+bOnQ2DBrkkJGQynovlgPvRsZbsLzSeu879tmcdi7nOYO422Nb2ZPd799j28hZTycB9wFFQf/h6ERAJtpD1jXuMBRvj+7eao3B6OjhDHfQ4jfuJi23oS7ATEmDQIMPTTxu++krx1lsOy5bVYMOGGsTEbKV69RlUqjQroE8NAAfBecDBKov7gXvG3zkpCV58UfP225rUVEW1apb/b+++42u63wCOf845NwlqhcSovTexa9SuvSm1R6tVo/ZqUaUtaq/Yqmq0/alRtTcd9t5iF0EiRMzcc76/P65cUkpCkpvI83698kruuWc8yf3mnPOc7xo92qRyZelrLYQQQjyPJNgi3rjkfYkxDcbw6apPqXKwClYTy9GENJLKlFH89JNJgwYa69Z1oHbtiaRNezYaIn6zSO125Gg/PO73/FDDKmWhGims+tYzc06r1gp7Ezv6VB19hI7xnYE+S8fqY2FVsSAXkOAlB7sM2i4NbaeGPk9HC9BQ+RT22XYoErF4b96Er7/WmTpVxzQ1ihWzGDvW4p13YkEiZoA5w8SqaqFd1xyJs+5YrvTHibQNVCUV8RYACUBVUagq//37qfcU9n12jF4G+o86RnkDq5eFNfjJA4tEieCjjxQffminUaOpHD5ckQsX8rF9+wfs2FEfNzedjz+OpubjJhi9DbRLGmZnE/XUZ3XnDsyfr/P11zo3bmh4eyuGDDFp187CJncOQggRIXLvEz/JZVLEK1dSXmFUo1F8uupTMq3IBJUhWf5k3H7rdqT2U6OGomLFeWzc2JZVqzrRuPEIkiULiKaoRbzyEPSeOsZMA5VIYZ9nR33wkiQ1AVg9LKx2FvooHX2SjjHAwBhgOBLIrKDyKMdXXgWpQDvoSKi13Rra5SftkZVNYX5uYn1ugfvLw717F2bN0hk+3NHPOm1axddf22nRIpoGMHtVOqgmCvXvUcKjW3IwZ5tY9S2MTgbGKAN9lY59jh0KP1lN0yBDhhNkyHCC27e9OHr0XU6cKMW0aQmYNs0gbdoe5M+/lSxZDmIYkX8w+G/aZs3R7/qIhsqksIZZKAU7dmh8/73O//6ncfeuhru7omdPkwEDYslgbEIIIUQsJwm2iHeCEwUztt5YxgWMQ1+m0/dkX3xr+nLZ63Kk9pMz5x7u3UvG3383YsuWFtStK08p470A4CqQ5KmvCCSpTpfA+MBA362jsinsv9ihQCS2Tw7WNxZWJwt9vo52VEM7rsFJ0P10WPHsJiqxwqpgoUoox9c7jgT8ZYKDYepUnYkTHTWcHh6OOZD79rVInDgSMccTqo7CXsruaH7/Px1bWRvmBhNV6tmEP1myAEqXXkqJEr9TsuQYpk/X2b07B1ev5sDD4y5vv32KdOlOcewY5MkTyWkDz4LRz0Bf7nj6YdW38O9vsmCWzpw5OidOOHbm7a345BOTjz+2yJo1Kv4CQgghRPwgCbaIl0LdQjF/MlFfKDzHeNJrWS9mvzebo5HsT12o0CbOny/IlSu5OH68TDRFK+IC7XcNo7mB9iB8tqPclSPRTgoqu0IVV85kFq+ntt+sYbQ00G5oWLUszO/NV+9HnQ6sfk81KzaBc6Adf5xw+4Mq4IiFPERqLIKbN2HSJJ0pU3Ru3XIMYNali0nPnhbp079ivPGFF5gLTKxqFraPbBgtDey77P85Z63NFkrr1orWS5O3twAASbZJREFUrU2aNfuOo0fLce5cQc6dK8y5c4Xx8XHMsV2+vKJiRYsCBcDNTeHmhvPL3d3x/e518B+tc+1/OlftGle8FVcKKf65BX++ayM0VEPTFNWrW7Rta1G7tsI9Mg+HhBBCCAFIgi3iMx2s4RY/7fmJD7Z/wKerP2Vi7YmcSn8qwrvQNEWFCvP55Zcv+OuvhvzzD5JkxEPaAg3jI8NRpppY8AAIAe6Adkdz/HwD9HM6rH+yncr6OOH2UuhTdVBgDjEdIzlHZfNqA8j+OMGv82pNpC9ccIx6PX26TkiIRuLEit69Tbp1s0j9oqmvxDNUa4V5xMQYb2B8ZGAuMcPNqf08ixb1AhxzUB86FMqWLTpbtmhs367xyy86v/wSyQJzQ4MNjoNmyqRo08akTRvLdYPRCSGEEG8ISbBFvPdn3j+5k/AOHdd0pObempFKsAGSJ79BiRK/8/ffDenSxWLp0tfvHyniDn2yjtHT0V/a/MVEVf2PBFYBFx4PJrZbc3zfr6H/7EiMlKfCnGeiqsWCQcEeO30ali7VWbpUY+/jkcyTJ1cMHGjSpYtFihQuDjAOs7620P7Q0FfqqEkK6zMrQoPh6Dr4+ICPj0X37mC3w759Glu2aFy4AKGhGo8eOeYgDw0F+wmN0BMaCTVF2gKKNLUUabMo0qSBtGkVadOCt3ckm5kLEQ/I4FRCiFclCbYQwKHMhziX6hw5r+Qk4/WML9/gXwoW3MSZM0VYtSozixZF04i/InZRoA/TMb42UMkV5vLn96d10oDMoDIrVJPH64UCh0E7pqHKK3Bx7aFScORIWFKtc/Tok6yrRAmLxo0V7dtbJE3qwiDfFO6O5uJaCQ19gI4qrSI1z3gYmw1KlFCUKPGvbRXoA3SMZTrKW2FfEfER4YUQQgjx6iTBFgJAgw0+G+iwrgOVD1aO9Oa6blGhwo8sXTqQnj0N6tRJQqJEd6IhUBErWKD30jGmGKg0Cvvvdij4CvtxA4qAKuKaWmvLciTUf/6p88cfGn/8oXH1qiOp1jTFu+9aNGigqFdPmg5HiyxgTjexfWDDaGFg32l/9X73T7M/nj99ro7KqLCvskPOKNivEEIIIV5KEmwhHjuQ5QABSQIocqYI1nkLMkdu+5QprzJggMXQoQZ//NGEqlVnR0ucwsVCwehgoC/UUVkeJy/ZXB1UxISGwv79jn6727dr/P23RlDQk1rqxIkV1apZ1K2rqFtX+lbHBNVQYX5qYkw1MDoamIte3h/7hR6A0coxSrjK9bh8ysMRIYQQIsZIgi3EY0pXbCy0kaZ/NIXJYI2OfFPvvn0tlizROXKkKGfP7iFr1oPREKlwGQVG88fJSz6FfaUd3nZ1UP/t4UPYvTt8Qn337pPszdtbUb++RdmyirJlLQoWdDQ5FjHLGmmh/6WjL9FR0xVWx1fsZnIHjMYG+mYdq6iFucIMN1K9EEIIIaKf3EoJ8ZS/c/9N7d21STQ7EdYXkb/JdXeHmTNNSpfW2b79A9KlO4WHx/1oiFS4gjZHQ1+uYxWxMFeZEAsH+bp2DRYv1lm+XGPHDo0HT00blj69o2b63XcdSXWuXDK4VayQAOwL7dhK2tB761jvWOATyX0EgFHXQN+jY1W0MBebjunhhBBCCBGjJMEW4imP3B6xPd92qu+rjj7r1eZJKlpUUajQBg4cqMqffzamUqUfozhK4RL/gNHPQCVQmD/GruT61i1Ytkzj5591Nm/WsCxH1pwli6MfdblyjoQ6SxZJqGOtHGD6mtha27C9b8PqbmE1sF7cQkKBtldD+8ExGr12S8OqZznKZ4IYi1wIIYQQT4mWBPvixYuMGjWKbdu2cf36ddKkSUOTJk3o1asX7u7u0XFIIV4oMtNtbMm/hWpHqqFP0TFqG5hG5KfdKl58JefOFeLkyVJkzbqfzJmPRHofUUGmGYkiCowuBlqwhjnchByuDsgxPdPSpRo//aSzdq3Go0eOzDlPHkXTpiZNmlhkz+7iIEWkqA8U5m4TY5KB0cNA7/l4dPFGypFsp3u8oj/oC3X0eTraMcfnrpIpzN4m1lBLHp0LEc3k2iqEeJFouQyfOnUKy7IYN24cWbNm5dixY3Tv3p179+4xbNiw6DikEFEm+K1gVHOFPlenmF8xdubaGel92GyhVKo0j2XLerFlS0uaNv06GiIVMUX7RUNf5WgabnVz/TRs69Zp9OljcPy4I7nKnFnx/vsmTZtaFCggtdRxmTXGwvrEQl+io/+qo/+pw59g9DSwSluQHLS1GpqpoTSF9Z6F1dpC1VWQ0NXRCyGEECJaEuwqVapQpUoV5+vMmTPj5+fHnDlzJMEWcYLZzUSfq1PlQBV25tz5SqP6pklzjsKF17JvXw22bm2OUpL4xEk3wOhhoGwKc4bp0trBEyegXz+D1asd3RcaNbLo1s2iZEklZetNkhOs/hZWfwtO8yTZ/svxuavsCrO1idXCkhHChRBCiFjm1TqZvoLg4GA8PT1fuM7Dhw8JDg52ft25I/MICxfJB1YNi3Q305HnnzyvvJtixVbh5XWRc+d8mDdPMqC4yOhloAVoWH2tV5vrOgrcvAk9e+oULmxj9WqdIkUsNm+2s2iRyTvvSHL9RssBVj8L+y47ocdDCd0Ziv2o3ZF8S3IthBBCxDoxUhdz9uxZZsyY8dLa63HjxjFy5Ejn68SJE3PkiGv6ror447/6Ulk9LPTVjlrs4xmOv9K+DcOkcuW5LF7cnx493ChXzv46oYoYpq3U0H/SUXkU1oCYbxput8P06TpDh+oEBWmkTasYNsxOy5YKPcYej4pYI47Mty6EEELEZ5G6RRsyZAienp4v/Dp16lS4ba5cuULjxo2pX78+bdq0eeH+e/TowYULF5xfklwLV1LlFRe9LpLnnzykC0j38g3+Q4oU/rzzzjJCQjTatzecIzyLWO62Y2AzpT1uGu4Rs4ffu1ejdGkbPXoY3L8Pn39ucvSondatJbkWQgghhIitIlWD3aVLF5o3b/7CdTJnzuz8+erVq9StW5cSJUowfvz4l+7fw8MDD48nd7GWZUkzceE6Gmzw2UD7De2pcrAKP1T+4ZV3VaDAVhIkaMzGjTqmWYXChddHYaAiOuif62iXNcxuJqqkirHjhoTAkCE6kyfrWJZG3boWY8eaZMwYYyEIIYQQQohXFKkE28vLCy8vrwite+XKFerWrUuhQoWYMmUKulS5iDhoX9Z91Etcj2J+xfitxG8EJQl6pf1ommLmTJMiRTR27apDhgzH8fL6J4qjFVFF26phzDRQWRXWkJhrGv777xrduhlcuqSRLp1i3Dg79evHXHIvhBBCCCFeT7RkvVeuXKFOnTqkT5+eYcOGERAQwLVr17h27Vp0HE6IaGMZFhsLbcSwDOrtrPda+0qfHiZNMrEsGxs2tMVul8lqY6UHYHxqAGBONeGt6D/klSvQtKlBw4Y2/vkHOnUyOXhQkmshhBBCiLgmWu7wt2zZwtmzZzl79iz58uUL915Q0KvVAArhKtvzbafc0XKUOF2C7Xm3v9a+mjZVfPXVbvz8irNrV11Kl14SRVGKqKKP1dH8NMfcwhWjN8ENDQVfX51hw3SCgzXy51dMm2ZSooQk1kIIIV7Pfw3iKoSIXtFSg928eXOCgoKe+yVEXGMaJv8r+z8AmvzRBMzX21+5cj/x1ltBHDxYhatXs0ZBhCLKnAd9pI5KrjC/fc0P+iU2b9YoVsxGnz4Gdjt8843Jzp12Sa6FEEIIIeIwaaMqRAQcz3CcA1kO4HPOB3OmidXx1fvlenjcp3z5Baxa1YWtW1vw/vvDozBS8TqM3gbafQ1zhAmpoucYFy9C374GS5Y4nm++/77FiBEmGWROYyGEiPOk1lgIISOPCRFBv5b+lUfGI/QvdQh4vX1lynSMHDl2ERSUln37qkZNgOK1aGs09N90VCGF9XHUD2z24AF8+61OgQI2lizRyZdPsW6dnQULJLkWQgghhHhTSIItRAQFJg1kvc96tCANffDr/+uULr0YD48Q9u2rzrFjURCgeHUPwOjxeGCziSYYUbv7gwehSBEbQ4YYuLvD2LEmu3fbqVBBmoMLIYQQQrxJJMEWIhLWFV6HyqjQZ+tkuPF61Y6JEoVQpsyvWJaNTz81sGJuNijxL/pYHe3M44HNSkVt0rtwoUa5cjb8/DRat7Y4etROly4WNumgI4QQQgjxxpEEW4hICHULxRxloimNptubointtfaXM+dO0qc/zt9/68yYIf+OrqBd0BwDmyWL2oHNQkOhVy+dtm1tKAVz5tiZNcskVTT17RZCCCGEeFONHj2aqlWr8vbbb5MpUyZXh/NCckcvRCSp+gqrskXWa1kpcarEa+1L06B8+YUkTKj44gudkJDkUROkiDBbHxvafQ3rKyvKBja7dg1q1DCYNMkgUybF1q12WraU5uBCCCGEEK8iNDSU+vXr0759e1eH8lLSSFGIyNLAHGuiCivq/12fg1kO8sD9wSvvLmnSQL780qJ/f4Pt25tSvfp0tNerGBcRlOSPJBgrDFTBqBvYbNcujaZNDS5f1qhc2eLHH028vKJk10IIIeKwCRMmYJomJ0+eJFeuXBhGFA/4IcQbbMCAAQAsXLjQxZG8XJxIsE3TRCnl/FmIFwkrI9FVVkzThJywtcBWqhysQs09NVlSeslLj/mi9zp3DuXnnzX27y/E2bOFyZZt/0u3e9VjCQfznkm6kekAeDTuEUpTrz3H+dy5Bt26GTx6pNGzp52vvrJjs4F8HHFbdJ9TxJtByomIiMiUk1e9zksZfDPExXOK9XhAoTt37qA9VVvk4eGBh4eHq8KKcXEiwT5z5ozzA/Pz83NxNCKuiK6ycvLkSQBWFVtF8VPFqXi4IlvzbyUwaaDzvRdt9zxnzpykX7+ENGuWje3bm5A+/Qk8PO6/cLtXPZZwSDUzFWkvpeVmnZtcSnkJXvNP9uOPXowZk46ECU2+++4SVave5syZqIlVxA5y/RERIeVEREREysmrXuflHuDNEpfOKbqukzFjRkqWLMm1a9ecy/v160f//v1dGFnMihMJdrZs2VBK4efnR/bs2aVJjXgh0zSjtazkypULgAfuD1hfeD2N/2qMz1kfNvpsdL73ou3+671cuaBQoY0cOFCVv/5qSMWKC1643aseSwDXwGOuB2ZiE4/xHuR6+/X+XhMnGowZ40aKFIqVK+34+KQB0kRNrMLlovucIt4MUk5ERESmnLzOPYWI++LiOcWyLEJDQ9m5c+czNdjPM2TIECZMmPDCfe7cuZOcOXNGaZzRLU4k2IZhOJuIG4YRZwqZcK3oKitP7/NQ5kM0/qsxBS4UYKPPxhceLyLvFSu2krNnfThxogzp058gR469/7ndqx5LgD5aR7urcb3LdTzf9nytv9fEiTr9+hl4eipWr7ZTuLCMHfmmkuuPiAgpJyIiIlJOInKdf1lyIuK+uHRO0TSN0NBQkiRJgq6//H6oS5cuNG/e/IXrZM6cOYqiizlxIsEWIrYKSBbAVc+rZLuajYQPE772/tzcQnnvvTksW9aLLVtakiLF1SiIUoRzHvTpOiq1IqBFAJ54vvKuJk3S6d3bkVyvWWOncOGoC1MIIYQQ4k3m5eWF1xs4EqxUtQjxmo5kOoKhDPJdzBcl+0uV6iLvvvsTdrsHa9d+zK1bUbJb8Zgx1EAL1bD3t2MlfPWRwydP1unVS5JrIYQQQojodunSJQ4fPsw///yDZVkcPnyYw4cPExIS4urQniEJthCv6VCmQwAUOF8gyvaZJ8/f5M27ndu3U9G2rYEVNTNIiSOgLdBQWRRm+1cflXPKFJ2ePSW5FkIIIYSICcOHD6dcuXIMHz6ckJAQypUrR7ly5Thw4ICrQ3uGNBEX4gUi0rfpXJpzhHiEOGqwQwG3qDl22bL/IyAgPatWZWH4cBU1O43njC8NNKVh/9IO7q+2D19fnR49DJInl+RaCCGEECIm+Pr64uvr6+owIkQSbCFek6VbHMt4jBKnS2D/244qFzXJsGHYqVZtJmvWfMPQoTo1auQlU6Zjz11XBjl5OW2Hhr5CRxVQqA8UvMLHNGOGTvfuklwLIYQQQojnkybiQkSBw5kPA6Ct1F6yZuQkTnyLBQtMNA02bGhPcHDKKN1/vKFAH+g43ZnDzFc6833/vUaXLgZJkypWrTIpUiSKYxRCCCGEEHGe1GALEQWOZjiKqZvov+tYI6O2w3SFCorhwy369UvEmjUf06DBaNzcQqP0GG86bb2Gvk3HKmOhakS+6nrePI2OHQ2SJFGsXGlSrJg02RdCCBF1pCWaEG8OqcEWIgo88HjA6bSn0U5rcCrq99+9u0W2bHsJDMzAli0tsayorSl/o1lgDHTMH2l9bUEk/3SLFml06GCQKBH89ptJyZKSXAshhBBCiOeTGmwhosiRTEfIfTk3+qqof26laVCx4nyCgtLg51ccgNBQcIuiAdXeZNpiDe2AhlXTQpWJXHK8eLFGu3YGCRLAsmUmZSK5vRBCCCGEiF+kBluIKBJd/bDDuLk9pE6diaRM+Q9+fsVp2tTgwYNoOdSbIxSMIQZKU5hDIzct17JlGq1aGbi7w5IlJuXLS3IthBBCCCFeTBJsIaLIjWQ3ULkU2h8aCR8mjJZjJEp0h7p1x5Mq1Tl+/12nQQODu3ej5VBvBP17Hc1Pc4waXjDi261cqdGihYFhwP/+Z1K5siTXQgghhBDi5aSJuBBRyKplYYw1yHsxL3tz7I2WYyRIcI86dSZy6tQYNm7UqVULli83SZYsWg4XZ2l/aOi9dZSbwhwc8drrH3/U+OQTA02Dn382qVZNkmshhBCuIwOgCRG3SIItxCt63gVPbVcwFgpcKBBtCTaAu/tDVqwwadoU1q7VqVYNVq40SSmzeDnsB6O+AQ/B/MGEbC/fRCkYNUpn4ECDRIkUixaZ1HiFEceFEEIIIUT8JU3EhYhCqpRCeSryXcyHbkXvv1eiRLB4sUm9ehb79ulUqWLD3z9aDxk3nAZbHRtasIY10XI0D38J04QePRzJtZeXYv16Sa6FEEIIIUTkSYItRFSygaqueOvhW2Tzj0C16Wvy8IBFi0yaNbM4elSjWDEbU6fqhMbXabL/AVtNG9p1DXOoifXJy+ckf/AAmjc38PU1yJJFsXWrneLFJbkWQgghhBCRJwm2EFHMqulI6vKfzx8jx7PZ4PvvTfr2Nbl1C7p1MyhUyMbixRoqPuWJAY+T6wsaZg8Tq9/Lk+vgYIPatd1ZulSncGHFtm12cuSIgViFEEIIIcQbSRJsIaKYqqYwdZMCFwrE2DF1Hb7+2uLwYTvNmln4+Wk0b26jTBmDrVujZ9qwWOUOGHUMtBMaVhsLa4QFL/m1L12Cdu2y8eefOu+9Z7Fhg53UqWMmXCGEEEII8WaSBFuIqJYc/NL4keZWGrxvecfoobNkgR9+MNm5M5SqVS327NF57z0b9eo5Eu03sun4AzAaGeh7dax6FuZU86XJ9YoVGmXKeHDmTEKaNzdZutQkSZKYCVcIIYQQQry5JMEWIhocznwYIEZrsZ9WuDD8/rvJmjV2ChdWrF7tSLTTprXRpInBnDka//zjktCi1n4wKhnoW3SsShbmj+YL50YICYGOHQ0aNbJx8yZ8+qk/s2aF4u4ecyELIYQQQog3l0zTJUQ0OJzpMI3/akyB8wXYVGiTy+KoVEnx9992VqzQWLZMZ906x/dlyxzP1vLlU1SrZpE3ryJFCkiZElKkUKRMCZ6eYBguC/3FgkEfoqP76miWhlXzcXKd4L832bFDo107gzNnNLJlU8ye/Yjkya+hacljKmohhBBCCPGGkwRbiGhwI/kN/JP7k/1qdlIGpyQwaaDLYtF1qFdPUa+eiWXBgQOwZo3O2rUaO3dqHD36/Cxa0xSenpAzp6JQIYWPj8LHx5GUJ3hBIhutFGj/0zD6GGhXNVQ6hX2MHdVA/Wez8NBQ+OYbnREjdCxL48MPLUaNMkmYUHHyZMyGL4QQQggh3mySYAsRTf7I+weN/2rMZys+Y2z9sa4OB3Ak20WKQJEiFp9/DkFBsGWLxqVLGoGBcPMmBAZqzu83bsCOHTo7djzZh2EocucGHx9FlSoWtWsrkiWLgeBPg9HdQF+vowyF2d3EGmTBC/pOHzwIn35qsGePjre3Yto0O3XqOIZWN80YiFkIIYQQQsQrkmALEU02FdyEV7AXFY5UoOuKrhAAeLk6qvA8PaFBAwU8Zz6v/WD0NbjZzGJ/JcXBYxoHDmgcPKhx/DgcPaqzYIGOm5uiShVFgwYWdeo4mpdHNW2BhtHRQHuoYb1jYU4yodDz171/HxYv1pg1S+fvvx1N4WvWtJg+3ZRRwoUQQgghRLSSBFuI6KLB/8r+jwSPEvDOqXewaluY6+JAtakCbbaG0cOR0HpthSqrFRVnmKhujrmlHzyA/fs1li939OlevdrxZRiK8uUVDRs6Em7vKBhEXftTw/jYAHewj7ej2qnnDs94/DjMmqUzf75OUJCjvfg771h06mTRtKlCiwezlQkhhBBCCNeK9gT74cOHVKlShSNHjrBt2zYKFHDNqMpCuILSFPMrzidBaAJ89vlAA3DL5UaoW+Tny5owYULUB/hvIWB0MdAX6qi3FPbxdvTNOvovOkY5A+szC2uIRYJEUKqUolQpxfDhFgcOwNKlOkuX6mzapLNpE3TvrlO1qqJZM0fNdqJErxDPRTCaGGihGvaFdlS9JzXtpgmHDsFff+ksWaKxfbsj606SRNGxo8lHH1kULBg1fxYhhBBCCCEiItqn6fryyy9JkyZNdB9GiFjL0i3mvDcH6z0LfbtOh3UdMMxYODz3MbCVtjmS67wK+9921IcKc76J/Vc7pAZjvIGtqA1t65PqYE1zTAs2dKjF4cN2DhwIZeBAk8yZYdUqnVatbKRPb6N9e4MNG7SI932+C7ZGNrQbGuYQk7vvKbZs0fjmG51atQxSpbJRsqQbPXoYbN+uU7SoxbRpdi5csDNxoiTXQgghhBAi5kVrDfb69evZvHkzP/zwAxs2bIjOQwkRq9kNO+YvJtSC/H/lp+3GtsypMgelP6fvswtoCzWMTgbaPQ2rhYU52YS3nryv6ijs79ox+hno3+vY3rNhdjCxRjw7yFjevDB4sMWgQRa7d2ssWqTxyy+Optvz5zsGG8uXT5E5M2TOrMicWZEli+PnlCnh4kU446dxbpDOmYMap9Mo/BbqnP1ax25/ktinTeuYYqxMGUW5chbSOEYIIYQQQrhatCXY169fp3v37syfP59Er9Q2VIg3zFtgLjO5nPcyRc8U5b77fRaWX/if00vFiAeg99YxZhgoD4V92uM+zs+LKTmY002sJhbGpwbGTAN9h459uR3SP7u6pkGJEooSJRTffWexYYPGokU6q1ZpbNkSicYz/hruNxU5c0KpUhalSzuS6ixZkH7VQgghhBAiVomWBFspRadOnWjXrh2FCxfm4sWLEdru4cOHPHz4MNx+hHijJIdJtSfRc1lPyh4vy+6cuzn99mnXxHIabM1taAc1VDaFfZEdfF6+maqssO+zY3Q00H/RsZW1YV9qh8L/vY2bG9SooahRw0QpCAyE8+c1zp1zfD9/3vE9IEAjk02RY7dOtiSKLL4m2Uop0qUDIxa2qhdCCCGEEOJpkUqwhwwZ8tKBlnbu3MnmzZsJCQmhR48ekQpm3LhxjBw50vk6ceLEHDlyJFL7ECK2C0kYwv/K/I+uK7tSfW91lyTY2s8axqcGWoiG1cjCnGZCZOayTgzmPBOVRWGMNLBVsmEuNFE1Xv5QTNPAywu8vBTFikG4KcIOgq28DdwU5goTVVoesgkhhBBCiLgjUgl2ly5daN68+QvXyZw5M9u2bWP37t2k/teksxUrVuT9999n6tSpz922R48edOrUyflaarDFm+p4huNc8L5Ann/ykOlappg78H3Qe+kYswyUu8KcaGJ9Yr1aM3UdrGEWKqvC6GxgNDCwxltYHa1Xi+062Brb0O5p2GfYJbkWQgghhBBxTqQSbC8vL7y8vF663ogRI/jiiy+cr/39/WnUqBFz5syhaNGi/7mdh4cHHh4ezteWZXHnzp3IhChE3KDBmiJr+GTtJ1TfVz1mjnnycZPww4+bhC98cbPuiFLtFGZGE6OpgfGZAefAGm5Fbo6C/WBrYkO7oGF+ZqLaSnIthBBCCCHinmjpg50hQ4ZwrxMnTgxAlixZSJcuXXQcUog451CWQ1zxvEKh84UIPRwK0TgKdrgm4Y0fNwlPGnX7V5UV9i12bPVsGOMMtHMa5qyIHUObp2F0MdAeaJhdHo9MLoQQQgghRBwU7fNgCyGeT2mKtUXWAmCMjL4RvLSFGrZWNggFc7KJuSBqk2un/GD/w45VxEJfpmPLbkMfpkPQf6z/CPSuOraPbKCB/Qc71lgrmicPFEIIIYQQIvrESIKdMWNGgoKCKCAT1QoRzt7se7mR9AbaYg2iYawzbZ2G8ZGBSqgw15pYH79if+uISgvmRhOztwmhYAwzsOWwoQ/SIeCp9S6DUdnAmG6gsirs2+2oZtIsXAghhBBCxG1SVyREDPv3SPxaYQ2to4YxyoCEUXccbbeG0dQABeaiGByR+y2wvrWwelnoE3X0KTrGSAN9so71iYUqrTA6GWjXNawaFuZcEzxjJjQhhBBCCCGikzQRF8LFVEuFSq/Q5mt43omiTPMkGHUNtLsa5nQTVdMFtcMpwfrKwu5nxxxsghsYYw3HSOHXNcxBJuZSSa6FEEIIIcSbQxJsIVzNHayeFppd470D773+/i6DrZYNLVDD/NZEtXZx0+vkYA18nGgPM7FKWtiX2rEGRXKkcSGEEEIIIWI5ub0VIhaw2lsob0Xp46VJci/Jq+/oFthq29AuapjdTaxesWhE7qRg9bMwt5uoWtLfWgghhBBCvHkkwRYiNkgEVjcLd9Odygcrv9o+7oPR0EA7qmE1sxzTXUXngGZCCCGEEEKIcCTBFiKWsDpa3HO/R7mj5Uj0IFHENwx+PM91LQP9Dx2rqoU505T/biGEEEIIIWKYjCIuRDT490jhEZIUthTYQs29NalyoAqri60m1Bb6/HUDQftdQ1+qo23Q0B45qqqtUhbmTya4v0bwQgghhBBCiFciCbYQscjmgpupdLAS1fdXp/r+6tx3u49tvQ2VSoE3qNQK7bSGtk1DMx1JtcqsMOubqPoK9Y6SmmshhBBCCCFcRBJsIWKRb6d/i1ZFw/rJguuQ4HoCuAK6X/isWeV2JNVWAwt8kL7WQgghhBBCxAKSYAsRy6j3Feb7ZviFIcA10K5rqBQKcrkkNCGEEEIIIcQLSIItRFyQ2PGlssn0VkIIIYQQQsRW0ltTCCGEEEIIIYSIApJgCyGEEEIIIYSIlS5evEjXrl0pVKgQadOmpXDhwgwfPpxHjx65OrTnkibiQgghhBBCCCFipVOnTmFZFuPGjSNr1qwcO3aM7t27c+/ePYYNG+bq8J4hCbYQQgghhBBCiFipSpUqVKlSxfk6c+bM+Pn5MWfOnFiZYEsTcSGEEEIIIYQQcUZwcDCenp6uDuO5YnUNtmVZAISGhqKUQtd1QkNDncuFeB7TNKWsiJeSciIiSsqKiAgpJyIipJyIiIqLZSUszjt37qBpmnO5h4cHHh4eUXacs2fPMmPGjFhZew2gKaVi7bw/drudu3fvujoMIYQQQgghhBARULt2bY4cOeJ83a9fP/r37//MekOGDGHChAkv3NfOnTvJmTOn8/WVK1eoXbs2ZcuWZeLEiVEXdBSK9Ql2mLt371KyZEl27txJkiRJXBiViO3u3LkjZUW8lJQTEVFSVkRESDkRESHlRERUXCwrlmXx8OFD7HZ7hGqwAwICuHnz5gv3mTlzZtzd3QG4evUqderUoVixYvj6+qLrsbO3c6xuIm6zPQlP0zSuXbuGpmmx9o8pYgcpKyIipJyIiJKyIiJCyomICCknIqLiYlnRdT1c/vYyXl5eeHl5RWjdK1euULduXQoVKsSUKVNi9d8kVifYQgghhBBCCCHirytXrlCnTh0yZMjAsGHDCAgIcL6XOnVqF0b2fJJgCyGEEEIIIYSIlbZs2cLZs2c5e/Ys+fLlC/deUFCQi6L6b3Emwfbw8KBfv35ROgKdeDNJWRERIeVERJSUFRERUk5EREg5ERElZeWJ5s2b07x5c1eHEWGxepAzIYQQQgghhBAiroi9vcOFEEIIIYQQQog4RBJsIYQQQgghhBAiCkiCLYQQQgghhBBCRAFJsIUQQgghhBBCiCggCbaI92ScPyFEVAoNDXV1CCKOkOuPEEK8ed6YBNuyLFeHIOKYsEnqNU2TmxzxQvv372fFihWsX7+eY8eOuTocEYv9+uuvNGvWjHv37rk6FBFLHThwgI4dOwKO648Q/+XWrVucOXOGM2fOyDlF/CfTNF0dgviXOJ9gr127lmPHjqHruiTZIsKWLFlChw4d2LRpEyBJtvhvP/74I02bNmXq1Kl88cUXtGrVihkzZrg6LBELff/993To0IFdu3Zx4cIFQGooRXiHDx+mVq1aJEuWLNxyKSfi344dO0a9evVo3bo15cuX56uvvuLs2bOuDkvEMn5+fkyfPp1r1665OhTxlDidYC9btoxmzZpRtWpVjh49Kkm2iJB169bRvXt3Tp48ybx589iyZQsgSbZ41l9//cXQoUMZMWIEv//+OwsWLKBUqVL079+fsWPHujo8EYvMnTuXvn378v3335M+fXp8fX0BqaEUTxw+fJgaNWrQvn17Ro4cGe49KSfiaadPn6ZBgwaUL1+eadOm8e2337JmzRp27drl6tBELHLmzBmqVq3KwIEDmTVrFjdv3nR1SOKxOJtgHz9+HF9fXzp16kTFihWpXbs2hw8fliRbvNDt27f59ddfadGiBWPGjOHatWvMnDlTkmzxXEeOHKFYsWI0bNgQTdPIkSMHZcuWJXny5Hz99ddMmjTJ1SGKWGD27Nn06tWL2bNnU69ePdq2bcvOnTs5cOCAq0MTscS1a9eoWbMmNWvWZNiwYTx69IjBgwfTunVratasyaxZs/jnn39cHaaIBUJCQhg+fDjVqlVj6NChFChQgNatW1OxYkXmzp0rzYEFAHfv3mXcuHHUrFmTESNGMGbMGCZNmiRJdiwRZxPs27dvU7hwYZo0acK4ceMoW7YsdevWlSRbvFCyZMlo1aoV1apVo0aNGgwePJjAwMBnkmwhAB4+fMiFCxe4evWqs1zcu3ePSpUq0adPH6ZNm8ahQ4dcHKVwpYMHDzJp0iTmzp1L3bp1AShVqhRBQUHs2LEDkOa/Aq5fv07x4sU5cOAAx44do1WrVuzZs4e0adPi7e3NvHnzGD58ONevX3d1qMLF7ty5g4eHBzVq1ACe9K8tVKgQlmVhGIYrwxOxRGhoKIUKFaJSpUp8/PHHTJ8+nQkTJkiSHVuoOMzPz8/585UrV1TLli1V5syZ1aFDh5zL79+/r0JCQlwRnoilHj16FO71n3/+qapVq6aaN2+utmzZopRS6ubNm2rr1q2uCE/EImvWrFElS5ZUQ4cOVWvWrFHz5s1T3t7eavXq1er69euqSJEiauPGja4OU7jQvXv31MmTJ5VSSlmW5Vw+dOhQlTdvXnXp0iVXhSZimUOHDqmmTZsqT09P1ahRIxUYGOh8b8aMGapgwYLqjz/+cGGEIrb4+++/nT/b7XallFJr165V1atXD7fe5cuXYzQuEbtcu3Yt3Ouff/5ZeXp6qi+//FLdvHlTKaWUaZrqwoULrggvXotzNdh2u935c7Zs2Zw1A2nTpmXUqFHOmuyjR4/y4MEDPv30UzZu3OiqcEUs4Ofnx/Hjxzl69CgAbm5uwJOR50uXLs2gQYMIDAxk1qxZLF++nJYtW/LVV19JzVM84+/vz8WLF7l48SIA1apVo0WLFmzbto2ePXsyYsQIfH19qV69Ot7e3liWxZkzZ1wctXClhAkTkjNnTpRS4bqYVKpUCXd3d/bs2QPIKK/xUdhnHlYmChQoQN++fenWrRudO3cmRYoUznU6dOjA3bt3+euvv1wWr3Cde/fucfv2bQIDAwF45513AMLVWN+5cwd/f38ePnwIwKhRo+jfv7+MLh6PmKYZbhrIVKlSOZcDNGnShKlTpzJx4kQmTpyIv78/gwcPZtCgQVJOYpjN1QFE1PLly9mwYQNnzpyhTp06lChRgqJFi6JpGqZpYhgGadKkYfTo0fTt25e6deuSNm1agoKCmDlzpqvDFy4yb948xo8fT0hICAkSJKBAgQKMHj2atGnTOrsSaJpGmTJlGDJkCIMHD6Z9+/bkzZuXTZs2SXPxeOSnn35izpw5nDt3jixZslC5cmX69etH165dqVevnrMsZMiQAYALFy6QNGlSsmfP7sqwhQscOnSIs2fPYhgGefPmJVu2bM7yEfa9TJkyZMuWjcmTJ1O/fn1p1hnPnD59mtmzZ3P8+HGKFStGpUqVKFOmDEWKFMHb25vUqVMDYBgGpmly8+ZNsmbNSr58+VwcuYhpx48fZ+jQoZw9exZvb2+qVKlC9+7dAdD1J/VghmHg5uaGh4cHI0aMYNSoUWzevJlEiRK5KHIRk06dOsXUqVM5deoUhQoVombNmpQtWxZwlI2wB3lNmzZF0zS6dOnC6tWrOXPmDJs2bZJyEsPiRA32zz//TMeOHfHw8CBLlizMmDGDwYMH8+OPPwJPLlAAqVOnpk+fPgQHB5M4cWIOHDiAzWaT2oN4aNu2bQwcOJBBgwYxf/58vvvuO/z8/GjYsCG7d+9GKRXu4lW0aFFCQkIoUqQImzdvxs3NLVyLCfHm+uWXX+jduzetW7dmwoQJlCtXjg0bNjhrHzNkyOD8evToEWfPnqVfv364u7tTrlw5F0cvYtL8+fNp0aIFo0ePZuDAgXTu3PmZfvhh15sePXoQGBjI8uXLXRGqcJFjx45RvXp1goODSZs2LTt27GDatGlcvXoVcJxP3N3dnesbhsHs2bMJCgqiQIECrgpbuMCJEyeoVasWmTNnplOnThQsWJDffvvNOSYMPGkBkSRJEjJmzMiwYcMYP348GzdupGDBgi6KXMSk48ePU6tWLe7fv0/BggXZtm0bU6dODdfX+ukKoSZNmlCyZEmuX7/Oli1b5LziCq5rnR4xt2/fVg0aNFC+vr7OZfv27VPdu3dXJUuWVHPmzHEutyxL3b59W1WrVk0VK1ZMhYaGKqWU87uIX+bMmaNq1KihHj586Fx29+5dVblyZVWsWDFnv0m73a4ePXqkGjZsqHLkyOHsoy3lJn44fvy4KleunPrhhx+cyy5evKjy5MkT7vwS5ujRo6pp06aqQoUKzrIS1kdOvNlWrFihMmXKpBYvXqyCg4PV9u3bVcOGDdWkSZOUUuH7YCulVGBgoMqRI4caNmyYK8IVLnD16lVVvnx5NXjwYOeyzZs3q+zZs6sdO3Y8s/66detUnz59VMaMGcONHyPefDdv3lR169ZVAwYMcC67fv26Kl26tBo1atQz6//222/K09NTpU+fXu3fvz8GIxWu5O/vrypUqKAGDhzoXHbixAn19ttvq9WrVz+zfmhoqBowYIDy9PRUhw8fjslQxVNifQ22YRicP3+eu3fvOpcVLlyYzp07U6ZMGRYsWMCGDRsAx9Obs2fPki9fPv766y9sNht2ux2bLc60hBdR6MaNG/j7+ztrCh49ekSiRIlYvXo1CRIkoGfPnsCTZlcjRozg6NGjzpprKTfxw927d8mdOzdFihQBHLUFGTJkoFSpUs7+cE+3gMmYMSO9evViw4YNzrIizX/ffDdu3GDRokV07NiRRo0akSRJEsqWLUumTJlYuXIlEL4GQSlFihQp+Pnnn+nfv7+rwhYx7NChQ6RPn54PPvjAWfNYoUIFsmfPzrlz54Dwo8qfPn2aK1eusHr1aqllimeuX79OypQpqVq1KuDob+3t7U2lSpW4fPkyEP7akyJFCvLly8fGjRvx8fFxRcjCBcLOKc2bNwcco4fnypWLEiVKOGuwnz6n2O12cuXKxdatW8mfP79LYhaxvIm4UgqbzUaRIkX4559/uH37tvO97Nmz07ZtW2w2G+vWrXMu9/HxYcyYMZIkCRo3bsytW7cYPXo0AO7u7jx69Ag3NzemTp2Kn5+fs+mmaZrkyJFDyk08lDFjRjp06PDMhUgpxZ07dwDCJdCJEyemePHizq4pUlbiB13XyZ07N6VKlQKeDJJYokQJ58/qX4MiWpZF4cKFnQ97xZsvVapUVK1alTx58jgHvVNK8fDhQ27cuAGEfxDTqVMnfH19yZs3r6tCFi7i7e1N06ZNqVChAvCkXJim6bzffbobW5kyZfjtt9/ImTNnjMcqXCdLliy8++675MmTB3gyUK9SiitXrgDhzykJEiSgVatW8sDOxWJ1gq1pGh4eHlSpUoWFCxfy+++/h7uBKVCgAE2aNGHRokXcuHHjmZsbufGN39KkScNHH33E77//zty5cwGctdmpU6cmQYIEzovY0wmUlJv4xdvbm2LFigHhE6RHjx45R2sFeP/995k0aVK4baXmOv5ImTIlbdq0oXz58sCTG5oUKVIAjlqDsGXHjx9H07RwN8dyXokffHx8aN26NYBzZHlN00iWLFm488XMmTNZu3YtAEmTJnVJrMK1UqRIQbVq1YAnZQUI90BO0zSGDx/OV199BUDy5MldEqtwnezZs/Pxxx8D4e9R/j2+1Pfff8+SJUuA8A9mhGvEiSv+Bx98gJ+fH7169cIwDOrVq0fChAkBSJ8+Pbly5cLd3V1GfBbhJEqUiKZNm3L58mXmzZvH3bt36dy5M+C4SCVPnlwSJBHO0+eQ5MmTO0fdbNSoERcvXmThwoWuCk3EAhkzZgTC3wzfunWL4OBgZwLdqFEjHjx44Gw2LuKvp88niRMndj7gHTp0KNOmTWPTpk2uCk3EMv++9oTVUg4dOpSpU6eyevXqZ9YT8U9YqxhN0/D09CRZsmSAo5z4+vqybds2F0cowsSaBPvIkSPkzp37maf8YQVp4MCBhIaG0rlzZ/z8/HjnnXfInj0706ZNI2nSpPIEWDxXtmzZ6N69O99//z2TJ09m8+bN5M2bl7179/Lw4UOaNm3q6hBFLOXm5sbDhw9p1aoV58+fZ8eOHdKFQADP3uR6eHgAjpFbL126xJ9//umKsISLPf3g5d9u3bqFZVmMGzfOmTDlzp07hiMUscWLysqDBw/w8PBgzJgx+Pr6snbtWgoVKhTDEYrYKqzc3Lt3D6UUo0ePZtq0aaxevVq6D8QiseIu8bvvvmPEiBEsXbqUsmXLhqtVfPoE9NVXX5E+fXp++eUXZsyYQYYMGUiUKBGrVq1C0zQsy5JmEfHMiy5SYXLkyEHv3r2pVq0akydP5p9//iFHjhyMGjXK2cRGarLffBEpK0+7ffs2P/zwA/nz55fkWvynVKlS4e7uTq1atbh69So7d+6UshJPhF07AgMDSZky5QvPL4kTJ2bEiBE8evSIVatWySBV8UzY9efGjRt4e3u/sKzY7XZ++uknEidOzJo1ayS5Fs9lGAbDhg0DYOXKlRQuXNjFEYmnxYqrf9++fdm1axedOnViypQpvPvuu88kPGEnpw4dOlC7dm2CgoIwTZN8+fKh67rczMRDTydM8+bNI126dFSuXPm566ZIkYLy5cs7+0+GkXITP0SmrIQpVqwY9+/f58cff5QZCeKRsLLydJl50cPboKAg9uzZQ8GCBSW5jif8/Pw4ceIEtWvXZtmyZSxYsABfX1+8vb3/cxtPT0/c3NxYsWIF+fLli8FoRWygaRr79u3ju+++Y+rUqXh6ev7nujlz5iR79uzMnTtXBr+LR8KuOfv378dms71wkDKlFMmSJSNx4sQsW7ZMykks5PLq3tDQUAAWL15Mzpw56dSpE9u3bw/XcR+e9DsASJs2LXnz5qVAgQLouo5lWXIzE89YluW8+T148CCLFy+mf//+7Nq16z+3+fcgeCADD8UHr1JWwNGXdsGCBZJcxyNPl5WAgABCQkJQSr2wZVT27Nnp1KlTuGnbpKy8uSzLYvHixbRu3ZpBgwbRvn17GjVq9MLkGhxjyaxbt06S63gsbNabjRs3vnC9cuXKsWLFCkma4pGw5HrFihW0aNGCGTNmEBAQ8J/rh1U4rl27VspJLKWp52UdMeR5tQL169fn1KlT+Pr6PrcmW4inDR8+nCNHjnDjxg0OHz5M5syZ+e6773j33XddHZqIZV61rES2abmI+4YPH85vv/2Grut4eXkxfPhw57RLLyLJdfzx/vvvs2nTJtq3b8+oUaOki5p4rrDrR1h3gq+//pqdO3cyffp03n77bVeHJ2KR7du388EHHzBq1CiqV6/unKFCxE0uvRqEXYzWrl3rrE1atmzZC2uyhQgzZ84cpkyZQqdOnVi4cCEzZ84kU6ZM9O/fXwYZEuG8TlmR5PrNFzaPNcDChQuZPn06HTt2pG3btui6Tu3atVm3bh0QviWMTA0Zv4R93qGhoaRIkYLSpUszZ84cfv31V3Rdd855/bxtRPx079494Mn9bvHixbl69Srnz58Hwp97RPy2adMmGjRoQPPmzZ2jg0sOFHe5/HHr6dOn+eyzz5g7dy779+8HwifZf/zxhxQw8Vz79++nZs2alClTBi8vL2rXrk3Xrl1JkiQJvXv3ZufOna4OUcQSUlbEi4Td/K5Zs4bz588zfPhw2rRpQ4cOHVi6dCnVqlWjU6dO+Pv7h3vgIg9f4o+n+0du3bqVMWPGsGLFCrp27crHH3/M4sWLw5WHixcvAlJG4rP9+/dTr149Fi9ezK1btwCoVq0aefPm5fPPP8dut0urB+F0+PBhAgMDAccAZkopZyveq1evujI08Qpi/D/7309zc+TIwciRIzlw4ABz5swJl2TnypWLzp07s2HDBnnKF8897/P39PTkwoULBAcHO5eVKVOG2rVrc/LkSfr06SM12fGQlBXxKvbv38+gQYOYPHmyMyl69OgRAFOnTiVdunRMmjTJlSEKFwlLrn/77Tfef/999u7dy5UrVwDo1asXXbt2pWPHjs4ke8yYMfTt25e7d++6OHLhCmH3uTdv3qRw4cL07NmTTp068d133wHw2WefkTx5clasWBFufRF/WZZFkSJFCA4O5syZMwDO2ZGuXr3KwIEDOXr0qIujFJER4wl22I3L0ze69evXp3///uzevZs5c+Zw8OBBAJYuXUqKFCn44Ycf5ClfPBf2+W/YsMG5LG/evFy7do01a9aEu5HJkiULtWvXJk+ePMyaNYvbt2/HeLzCdaSsiIj4901t1qxZ+fDDD/H09OSXX34BwN3dHbvdjmmavP322zx48MAVoQoX0zSNHTt20LVrVwYOHEi3bt2c880mSZKEXr160aNHDz7++GOqVavGmDFjGDBgAG+99ZaLIxcxKeycEtbqsnLlyowaNYrFixeTL18+5s2bR9WqVVm/fj3Xrl1j+/btgLRyiG/Cyom/vz8XL17kxo0b6LpOnTp1OHToEL6+vpw8eRJwlKV58+Zx4MABkiZN6sqwRSTF2CBnu3btIkWKFGTPnp2pU6dy7tw5unTpQsaMGZ3rLFu2jD59+lC5cmU+/fRT59x/MniIADh+/DhlypShVatWTJgwAYCOHTuybds2evfu7Wz+26VLF4oUKULatGn5/PPP2bRpE9mzZ3dx9CImSVkRL/Lva8rdu3d56623ePDgAQsXLmTy5MkUK1aMGTNmONepXLkyJUuW5Ntvv3VFyMJFwmqvv/32W44ePcqCBQuc74UNXBVm/fr1nD17lqpVq5IlSxZXhCtcJKycbN26ld9//51bt26RO3duWrdujbe3N48ePeL+/fsMGzaMmzdvsmzZMgzDwM/Pj6RJk0qSHU+ElZOVK1fy9ddfA3D79m2aNGlCjx49OHDgAB07diRz5swopfD09OTvv//mt99+o2DBgi6OXkRGjCTYFy9e5MMPP8TLy4vx48ezYcMGBg8eTJs2bWjbtm24JHvkyJFMnTqVihUr0q9fP3Lnzg08eyET8c/9+/dZvnw5ffv2pWHDhowfPx6A7t27s2fPHi5evEjq1KnRNI1du3Zx+vRpmjVrxsKFC521DSJ+kLIi/svTyfXkyZM5cOAAhw4dolWrVrz33nvkyJGDOXPmMH78eJInT07OnDnRdZ0DBw6wc+dOGcgsnvj37AGfffYZ169f56effnrmAc3BgwfJlSsXCRIkkFkH4rGVK1fy0Ucf0aRJEy5dusStW7cICAhg9erVpEuXzrmev78/GzZsoEiRIjLFUjy0detWWrZsycCBA2nTpg2TJ0/m22+/ZdasWTRs2JADBw6wd+9edu/eTY4cOahbty45cuRwddgikmLkTiFjxoy0bNmSX3/9lQEDBjBx4kQSJUrEgAEDsCyL9u3bO5PspEmTkj9/fhImTBjuRleSa5EwYULq16+Prut0794dpRQTJkxg/Pjx7N+/n6tXr6JpGlWrVgVg1qxZJEyY8KXzk4o3j5QV8V/CEqOvvvqKhQsX0q1bN8qWLcuQIUPYvXs3vr6+NGvWDE3TmD59OidOnGD48OHMnj0bkKm43nT3799H13WuX79OqlSp8PDwAODtt99mxYoVBAYGkjJlSmcifefOHZYsWUKlSpUoX768JNfxVGBgICNHjmTAgAF89tlnABw7doxBgwZRu3ZtNm3ahKenJwBp0qShZcuWrgxXuMDTc12///77fPLJJ1y+fJlFixbRpk0bGjZsCICPjw8+Pj58+OGHLo5YvBYVzSzLcv68YMECVa1aNdWuXTsVHBysFi9erHLnzq0GDx6s9uzZox49eqRatWqlli1b5tzONM3oDlHEYpMmTVJfffVVuGX3799XP/30k/L29lb9+vV7Zpu//vpLde7cWWXNmlUdOnQopkIVLiZlRUTUvn37VLFixdSuXbucr1OmTKkWLVrkXOfevXtq+vTpqnLlyqpr167O5Xa7PcbjFTHjxIkTqlWrVqpUqVLKy8tLvfvuu2rQoEFKKaVCQkJUuXLlVKlSpdS1a9eUZVkqNDRUffXVVypfvnzq0qVLLo5exKSQkBCl1JN71AsXLqicOXOqTZs2Odex2+3q0KFDqnz58mrmzJlKqfD3xOLN9u88Jux127Zt1c8//6zu3bun8uTJo7p16+Z8b8mSJWrbtm2uCVhEqWjv2KxpmrNDf/PmzWndujVXrlyhW7duVK1alREjRrBhwwZatGhB6dKlOX36NLVq1XJuJ32v46/79+9z7949pk+fzpgxY5zLEyRIQN26dWncuDEzZsygc+fO4baz2WwEBgayYsUKChQoENNhCxeQsiJe5OHDh+FeK6VImjQpxYsXZ+nSpdStW5eRI0fywQcfEBISwubNm0mYMCHNmjWjSZMmHD58mPbt2wPSmupNdfToUapWrUrq1Kn59NNP+f7778mQIQPTp0/ngw8+wDAMJk+eTKJEiShRogQ1atSgQYMGzJs3j4ULF5I+fXpX/woihty4cYNChQqxdOlS5z1qqlSpSJcuXbjZKAzDIH/+/NhsNk6dOgXIgGbx0Z07d4Ann32qVKkYM2YMxYsXp06dOowaNQpN0wgNDeX333/njz/+wG63uzJkEQVipJ1bWLKsaRrNmzcHYN68eXTr1o2xY8eSP39+9u/fz507d2jVqhU2m036XMdDYf3awr4nTJiQDz/8kESJEjFq1CiUUvTu3RtwNAHOmjUrVapU4dq1a+H6xBUvXpzvv/+eBAkSuPLXEdFIyoqIqE2bNnHkyBHKlClD0aJFAcf0W/7+/sybN49Bgwbx5ZdfOpvj7d27lzlz5pAuXTpy5sxJ8+bNuX//PmvXrsXf3580adK48tcR0SAgIIBOnTrRvn17vvzyS+fyd955h6VLl/Lll1/SrVs3pk+fzvr165k5cyYBAQEkTpyYiRMnyoBm8Yyu69SoUYOOHTvi4eFBzZo10XWdokWLsm3bNlasWEGdOnUAx/1v2rRpSZYsmbOySZLsN9/Fixf55Zdf2LhxI5cvX6ZkyZK89957NGnShM6dO7N//35CQkL48ssvcXNzwzRNRowYwc6dO/n888+lG9KbICary59uGjN//nxVvXp11a5dO3X+/Plw70sTvPhn8eLFqnPnzur06dPOpldhbty4oSZMmKAyZcqkRo0apZRS6s6dO6pdu3Zq/vz5zvWkO0H8IGVFRNT8+fNV3rx5Vc+ePdXevXvDvffhhx8qT09PNXLkSOeyBw8eqKZNm6rWrVuHKyN37txRQUFBMRW2iGEHDx5UpUqVUkePHnXef4R9/rdu3VKjRo1SadOmVStWrHBlmCIWuX79uurXr5/y9PR0lovAwEDVqFEj9d5776n+/furpUuXqj59+qgMGTKokydPujhiEVOOHDmiihYtqj788EPVrVs3NWrUKFWoUCGVJ08e9c033yillFq+fLkqVaqUKliwoGrbtq1q0qSJyp49uzp48KCLoxdRJcam6XoqoXc+vVuwYIGzadXgwYPDjbIo4o/g4GAqVKjAnTt3SJUqFUWLFqVUqVI0a9bMuc7169dZsmQJgwcPJlOmTGiahpubG1u3bsVms8nIrfGElBURUb/++iufffYZkydPpnLlys/MIbpr1y6+/vprLl68SP/+/bl16xbr16/nypUrbNu2DTc3NyzLQtM0KS9vuIULF9KrVy+uXr0KPDuC+IULFyhXrhy9e/ema9euzuVyLok/7t69i2ma4c4j/v7+jB07llmzZjF37lzq1q3LzZs3GTduHDt37uTmzZukSpWKkSNHShekeOLw4cPUrFmT9u3b07NnT5IlSwaAn58fo0ePZuPGjfTq1YuOHTvi5+fH/PnzCQoKImPGjDRo0ICsWbO6+DcQUSXGE2wIf1GaP38+P/zwA23atKFly5ZywYqHTNPkm2++IUOGDBQpUoRt27YxZswY3nvvPXLnzs1nn32Gm5sbAIcOHWLlypUkT56cDh06SHeCeEbKioiIgIAA2rVrR926denQoYNzeUhICCdOnMBms+Hj44Ofnx/jx49ny5YtZM2alcyZMzN27FhsNpuMFh6P/P333zRs2JDp06dTt27d565Tvnx5ypQpI/Ogx0NnzpyhXbt2vPXWW7Rp04ZUqVJRqVIlwDG+w8CBA5k9ezZz5syhfv362O12NE0jKCiIhAkT8tZbb7n4NxAx4ezZs5QpU4YuXbrwxRdfOO83wq4l586do0+fPly+fJn58+eTLVs2V4csopFL7h6e7pPdsmVLVqxYwerVq2nZsqUk1/GQYRiUKlWKDz/8kFWrVtG1a1c6dOjA2LFj+eabb1i+fDmNGjWiYsWKFCxYkIIFCzq3lZvg+EXKioiogIAA3n77befr2bNns337dn777TdSpUpFrly5WL58OZMnT3ZOvRRGykr8kjFjRpIkScJPP/2Ej4+Pc9rQsPEabt26RYIECShUqJCLIxUxzbIsFi5cyJEjR0iQIAETJ07k/v37eHp6UqRIEVq2bEmLFi1IkSIF7du3J0mSJFSuXBkALy8vF0cvYoplWcyfP5/EiRM7P3fDMDBN09lyLkuWLPTs2ZM6depw/PjxcAm2VC6+eVw2RPfTo4tnyJCBBAkS8OjRI1eFI1wsbPCHuXPnAo7Rn1esWEHNmjUpX74827Zto0KFCsyfPz/cdnITHP9IWRERERwczLp169i2bRtt2rRhzpw5pEyZkl9//ZWRI0dy4cIFRo0aBeBsxgeOGx0pK/FLunTpGDNmDBs3buTbb7/l+PHjwJM506dMmYK/vz+lSpVyZZjCBXRd5+OPP6Zjx46UL1+eihUrsmTJEqpXr86ZM2do0qQJn3zyCfv378fb25v3338/3EjiIn7QdZ0OHTrQuHFjFi9ezLhx4wBHkm1ZlnM9Hx8fUqRIgb+/f7jtJbl+87j0LkLTNAIDAzly5Ahjx47F3d3dleEIFytUqBALFizg1q1b1KtXj2TJkuHr60vSpEm5cuUKO3bs+M/meyJ+kbIiXsTLywtfX19at27Ntm3bSJw4McOHDyd//vykSJGCW7dukTRpUkzTBMI/fJEbnfipZs2ajBgxgr59+7Jv3z5KlixJ6tSpuXDhAhs2bGD58uXOmm0Rv6ROnZquXbsyduxYduzYQdasWenbty8Ae/bswd/fn7lz5+Ll5cWNGzfCtYYR8UfatGnp3r07Y8aMYdWqVWiaRvfu3dF13dlc/NChQ6RJk4bixYu7OlwRzVzSB/vfHjx4INPkCAAqV67M/v37KV26ND/++COenp7PrCPNNwVIWREvFxAQwN27d8mUKVO45bdu3aJ58+Y0adKEtm3buiY4ESvt2bOHiRMncvr0aZIlS0b+/Pn5+OOPyZkzp6tDEy4WNqjZ3r17qVmzJr169XK+FxoaimVZBAcH4+3t7cIohatdu3aNMWPGsH//fmrVqkX37t2d733xxRecOHGCWbNmPfeeRbw5YkWCLURY/5Off/6ZCRMm4Ovri4+Pj/RLEc+QsiJeR0BAAJ07d+bmzZusWbNGBr0TzzBNE13X0TTN2Q9bCAifPNWsWZMePXoA8jBXhPe8JHv06NFMmTKFlStXkjdvXleHKKKZXDVErBCWGL377rsEBQWxefPmcMuFCCNlRbyKwMBAxo0bR+fOnQkICGDVqlXOQWiEeFpYcg1yXhHhpU6dml69elG4cGHWrl3L8OHDARnjQ4T3dDlZt24dVapUYcyYMSxbtkyS63hCEmwRq7z99tv06NGDyZMnc+LECVeHI2IxKSsiMq5cucLOnTvJmjUra9euxc3NDbvdLjXY4hlPJ9WSYIt/C0uesmXLxq5du7h586arQxKxUFg5yZo1K0FBQaxbt05mIohHpIm4iHXOnTvHd999x5QpU6RpnnghKSsiMm7fvk3SpEnRNE3mRBdCvJbr168DkCpVKhdHImKzgIAALMuSchLPSIItYqWw/rRyEyxeRsqKiCzpry+EEEKI6CIJthBCCCGEEEIIEQWkTaUQQgghhBBCCBEFJMEWQgghhBBCCCGigCTYQgghhBBCCCFEFJAEWwghhBBCCCGEiAKSYAshhBBCCCGEEFFAEmwhhBBCCCGEECIKSIIthBBCCCGEEEJEAUmwhRBCCCGEEEKIKCAJthBCCCGEEEIIEQUkwRZCCCGEEEIIIaLA/wGxIDeDlLzn+QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1012x632.5 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apds = [mpf.make_addplot(exp12,color='lime',secondary_y=False),\n",
    "        mpf.make_addplot(exp26,color='c',secondary_y=False),\n",
    "        mpf.make_addplot(histogram,type='bar',width=0.7,panel=1,\n",
    "                         color='dimgray',alpha=1,secondary_y=False),\n",
    "        mpf.make_addplot(macd,panel=1,color='fuchsia',secondary_y=True),\n",
    "        mpf.make_addplot(signal,panel=1,color='b',secondary_y=True),\n",
    "       ]\n",
    "\n",
    "fig,axlist = mpf.plot(df,type='candle',addplot=apds,figscale=1.1,figratio=(8,5),title='\\nMACD',\n",
    "                      style='blueskies',volume=True,volume_panel=0,panel_ratios=(6,3),returnfig=True,\n",
    "                      volume_alpha=0.85,volume_ylim=(10022710,2000611570),tight_layout=True)\n",
    "fig,axlist = mpf.plot(df,type='candle',addplot=apds,figscale=1.1,figratio=(8,5),title='\\nMACD',\n",
    "                      style='yahoo',volume=True,volume_panel=0,panel_ratios=(6,3),returnfig=True,\n",
    "                      volume_alpha=0.85,volume_ylim=(10022710,2000611570),tight_layout=True)\n",
    "fig,axlist = mpf.plot(df,type='candle',addplot=apds,figscale=1.1,figratio=(8,5),title='\\nMACD',\n",
    "                      style='yahoo',volume=False,volume_panel=0,panel_ratios=(6,3),returnfig=True,\n",
    "                      volume_alpha=0.85,volume_ylim=(10022710,2000611570),tight_layout=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Axes(0.108,0.395733;0.868x0.575467) True\n",
      "Axes(0.108,0.395733;0.868x0.575467) False\n",
      "Axes(0.108,0.108;0.868x0.287733) True\n",
      "Axes(0.108,0.108;0.868x0.287733) True\n"
     ]
    }
   ],
   "source": [
    "for ax in axlist:\n",
    "    print(ax,ax.get_visible())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2, 1, 2, 2, 2.5, 2.5, 2.5, 2.5, 0.5, 0.5, 3, 3, 3, 1]\n",
      "\n",
      "[2.5, 2.5, 2.5, 2.5, 1.5, 1.5, 3, 3, 3, 1]\n"
     ]
    }
   ],
   "source": [
    "children = axlist[0].get_children()\n",
    "zorders = [c.get_zorder() for c in children]\n",
    "print(zorders)\n",
    "print()\n",
    "children = axlist[1].get_children()\n",
    "zorders = [c.get_zorder() for c in children]\n",
    "print(zorders)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all([z == 1.0 for z in zorders])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
